PirateBay Download | tensorflow developer certificate 2021 zero mastery

tensorflow developer certificate 2021 zero mastery

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Uploaded On:: May 22, 2021, 9:57 a.m.
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Description Just launched with all modern best practices for working with TensorFlow and passing the TensorFlow Developer Certificate exam! Join a live online community of over 500,000+ students and a course taught by a TensorFlow certified expert. This course will take you from absolute beginner with TensorFlow, to becoming part of Google’s TensorFlow Certification Network. You may also like Learning to Learn [Efficient Learning]: Zero to Mastery TensorFlow experts earn up to $204,000 USD a year, with the average salary hovering around $148,000 USD according to 2021 statistics. By passing this certificate, which is officially recognized by Google, you will be joining the growing Machine Learning industry and becoming a top paid TensorFlow developer! If you pass the exam, you will also be part of Google’s TensorFlow Developer Network where recruiters are able to find you. The goal of this course is to teach you all the skills necessary for you to go and pass this exam and get your TensorFlow Certification from Google so you can display it on your resume, LinkedIn, Github and other social media platforms to truly make you stand out. Here is a full course breakdown of everything we will teach (yes, it’s very comprehensive, but don’t be intimidated, as we will teach you everything from scratch!): This course will be very hands on and project based. You won’t just be staring at us teach, but you will actually get to experiment, do exercises, and build machine learning models and projects to mimic real life scenarios. Most importantly, we will show you what the TensorFlow exam will look like for you. By the end of it all, you will develop skillsets needed to develop modern deep learning solutions that big tech companies encounter. 0 — TensorFlow Fundamentals Introduction to tensors (creating tensors) Getting information from tensors (tensor attributes) Manipulating tensors (tensor operations) Tensors and NumPy Using @tf.function (a way to speed up your regular Python functions) Using GPUs with TensorFlow 1 — Neural Network Regression with TensorFlow Build TensorFlow sequential models with multiple layers Prepare data for use with a machine learning model Learn the different components which make up a deep learning model (loss function, architecture, optimization function) Learn how to diagnose a regression problem (predicting a number) and build a neural network for it 2 — Neural Network Classification with TensorFlow Learn how to diagnose a classification problem (predicting whether something is one thing or another) Build, compile & train machine learning classification models using TensorFlow Build and train models for binary and multi-class classification Plot modelling performance metrics against each other Match input (training data shape) and output shapes (prediction data target) 3 — Computer Vision and Convolutional Neural Networks with TensorFlow Build convolutional neural networks with Conv2D and pooling layers Learn how to diagnose different kinds of computer vision problems Learn to how to build computer vision neural networks Learn how to use real-world images with your computer vision models 4 — Transfer Learning with TensorFlow Part 1: Feature Extraction Learn how to use pre-trained models to extract features from your own data Learn how to use TensorFlow Hub for pre-trained models Learn how to use TensorBoard to compare the performance of several different models 5 — Transfer Learning with TensorFlow Part 2: Fine-tuning Learn how to setup and run several machine learning experiments Learn how to use data augmentation to increase the diversity of your training data Learn how to fine-tune a pre-trained model to your own custom problem Learn how to use Callbacks to add functionality to your model during training 6 — Transfer Learning with TensorFlow Part 3: Scaling Up (Food Vision mini) Learn how to scale up an existing model Learn to how evaluate your machine learning models by finding the most wrong predictions Beat the original Food101 paper using only 10% of the data 7 — Milestone Project 1: Food Vision Combine everything you’ve learned in the previous 6 notebooks to build Food Vision: a computer vision model able to classify 101 different kinds of foods. Our model well and truly beats the original Food101 paper. 8 — NLP Fundamentals in TensorFlow Learn to: Preprocess natural language text to be used with a neural network Create word embeddings (numerical representations of text) with TensorFlow Build neural networks capable of binary and multi-class classification using: RNNs (recurrent neural networks) LSTMs (long short-term memory cells) GRUs (gated recurrent units) CNNs Learn how to evaluate your NLP models 9 — Milestone Project 2: SkimLit Replicate a the model which powers the PubMed 200k paper to classify different sequences in PubMed medical abstracts (which can help researchers read through medical abstracts faster) 10 — Time Series fundamentals in TensorFlow Learn how to diagnose a time series problem (building a model to make predictions based on data across time, e.g. predicting the stock price of AAPL tomorrow) Prepare data for time series neural networks (features and labels) Understanding and using different time series evaluation methods MAE — mean absolute error Build time series forecasting models with TensorFlow RNNs (recurrent neural networks) CNNs (convolutional neural networks) 11 — Milestone Project 3: (Surprise) If you’ve read this far, you are probably interested in the course. This last project will be good.. we promise you, so see you inside the course TensorFlow is growing in popularity and more and more job openings are appearing for this specialized knowledge. As a matter of fact, TensorFlow is outgrowing other popular ML tools like PyTorch in job market. Google, Airbnb, Uber, DeepMind, Intel, IBM, Twitter, and many others are currently powered by TensorFlow. There is a reason these big tech companies are using this technology and you will find out all about the power that TensorFlow gives developers. We guarantee you this is the most comprehensive online course on passing the TensorFlow Developer Certificate to qualify you as a TensorFlow expert. So why wait?Make yourself stand out by becoming a Google Certified Developer and advance your career. See you inside the course! Who this course is for: Anyone who wants to pass the TensorFlow Developer exam so they can join Google’s Certificate Network and display their certificate and badges on their resume, GitHub, and social media platforms including LinkedIn, making it easy to share their level of TensorFlow expertise with the world Students, developers, and data scientists who want to demonstrate practical machine learning skills through the building and training of models using TensorFlow Anyone looking to expand their knowledge when it comes to AI, Machine Learning and Deep Learning Anyone looking to master building ML models with the latest version of TensorFlow Requirements Mac / Windows / Linux – all operating systems work with this course! No previous TensorFlow knowledge required. Basic understanding of Machine Learning is helpful Last Updated 5/2021

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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/016 Visualising our model's learned word embeddings with TensorFlow's projector tool.mp4 283.2 MB
TutsNode.com.txt 63 bytes
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/319 pandas-anatomy-of-a-dataframe.png 333.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/325 pandas-anatomy-of-a-dataframe.png 333.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/017 Creating a character-level tokeniser with TensorFlow's TextVectorization layer.en.srt 31.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/016 Visualising our model's learned word embeddings with TensorFlow's projector tool.en.srt 31.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/01 Introduction/004 All Course Resources + Notebooks.html 2.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/01 Introduction/external-assets-links.txt 113 bytes
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/015 Model 1_ Building, fitting and evaluating our first deep model on text data.en.srt 29.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/020 Model 4_ Building, fitting and evaluating a bidirectional RNN model.en.srt 28.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/020 Breaking our CNN model down part 10_ Visualizing our augmented data.en.srt 22.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/324 car-sales-missing-data.csv 287 bytes
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/006 Writing a preprocessing function to structure our data for modelling.mp4 218.1 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/021 Discussing the intuition behind Conv1D neural networks for text and sequences.en.srt 28.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/007 Building an end to end CNN Model.en.srt 27.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/006 Writing a preprocessing function to structure our data for modelling.en.srt 27.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/018 Preparing Model 3 (our first fine-tuned model).en.srt 27.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/005 The major steps in modelling with TensorFlow.en.srt 26.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/018 Using callbacks to find a model's ideal learning rate.en.srt 25.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/010 Creating your first tensors with TensorFlow and tf.constant().en.srt 25.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/014 Model 1_ Building, fitting and evaluating a Conv1D with token embeddings.en.srt 25.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/018 Model 2_ Building, fitting and evaluating our first TensorFlow RNN model (LSTM).en.srt 25.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/019 Model 3_ Building, fitting and evaluating a GRU-cell powered RNN.en.srt 24.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/009 Need A Refresher_.html 1.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/018 Making predictions on our test images and evaluating them.en.srt 24.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/014 Building Model 2 (with a data augmentation layer and 10% of training data).en.srt 24.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/015 Breaking our CNN model down part 5_ Looking inside a Conv2D layer.en.srt 23.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/027 Multi-class CNN's part 1_ Becoming one with the data.en.srt 23.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/021 Model 4_ Building a multi-input model (hybrid token + character embeddings).en.srt 23.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/013 Building Model 1 (with a data augmentation layer and 1% of training data).en.srt 23.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/005 Exploring and becoming one with the data (Food101 from TensorFlow Datasets).en.srt 23.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/006 Becoming one with the data and visualising a text dataset.en.srt 23.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/009 Setting up a TensorFlow TextVectorization layer to convert text to numbers.en.srt 23.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/003 Downloading and turning our images into a TensorFlow BatchDataset.en.srt 23.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/001 Introduction to Milestone Project 2_ SkimLit.en.srt 22.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/010 Comparing Our Model's Results.en.srt 22.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/011 Evaluating a TensorFlow model part 3 (getting a model summary).en.srt 22.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/026 Multi-class classification part 3_ Building a multi-class classification model.en.srt 22.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/033 What _patterns_ is our model learning_.en.srt 21.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/002 Introduction to Natural Language Processing (NLP) and Sequence Problems.en.srt 21.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/005 NumPy DataTypes and Attributes.en.srt 20.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/004 Setting up our notebook for Milestone Project 2 (getting the data).en.srt 20.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/023 Using TensorFlow Hub for pretrained word embeddings (transfer learning for NLP).en.srt 20.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/016 Getting great results in less time by tweaking the learning rate.en.srt 20.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/015 Evaluating every individual class in our dataset.en.srt 20.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/018 Breaking our CNN model down part 8_ Reducing overfitting with Max Pooling.en.srt 20.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/007 Batching and preparing our datasets (to make them run fast).en.srt 20.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/011 Creating a text vectoriser to map our tokens (text) to numbers.en.srt 19.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/019 Model 3_ Building, fitting and evaluating a Conv1D model on character embeddings.en.srt 19.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/009 Creating a function to view our model's not so good predictions.en.srt 19.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/009 Selecting and Viewing Data with Pandas Part 2.en.srt 19.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/005 Building and compiling a TensorFlow Hub feature extraction model.en.srt 19.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/008 Turning our target labels into numbers (ML models require numbers).en.srt 19.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/025 Putting together what we've learned part 3 (improving our regression model).en.srt 19.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/006 Creating a preprocessing function to prepare our data for modelling.en.srt 19.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/023 Putting together what we've learned part 1 (preparing a dataset).en.srt 19.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/034 Understanding the concept of the speed_score tradeoff.en.srt 19.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/024 Model 4_ Building, fitting and evaluating a hybrid embedding model.en.srt 19.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/010 Manipulating Data.en.srt 19.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/005 Series, Data Frames and CSVs.en.srt 19.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/015 Non-linearity part 5_ Replicating non-linear activation functions from scratch.en.srt 19.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/023 Making our confusion matrix prettier.en.srt 19.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/029 Model 5_ Completing the build of a tribrid embedding model for sequences.en.srt 18.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/002 Downloading and preparing data for our first transfer learning model.en.srt 18.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/030 TensorFlow Fundamentals challenge, exercises & extra-curriculum.html 2.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/031 Python + Machine Learning Monthly.html 1.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/032 LinkedIn Endorsements.html 2.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/external-assets-links.txt 94 bytes
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/003 SkimLit inputs and outputs.en.srt 18.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/024 Putting together what we've learned part 2 (building a regression model).en.srt 18.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/011 Creating an Embedding layer to turn tokenised text into embedding vectors.en.srt 18.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/028 Comparing all our modelling experiments evaluation metrics.en.srt 18.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/002 Getting helper functions ready and downloading data to model.en.srt 18.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/008 Getting a feature vector from our trained model.en.srt 18.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/004 Introduction to TensorFlow Datasets (TFDS).en.srt 18.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/014 Creating a confusion matrix for our model's 101 different classes.en.srt 18.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/014 Exercise_ Nut Butter Store Sales.en.srt 18.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/017 Setting up TensorFlow modelling experiments part 1 (start with a simple model).en.srt 18.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/011 Creating a feature extraction model capable of using mixed precision training.en.srt 18.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/019 Matrix multiplication with tensors part 2.en.srt 18.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/027 Fixing our data leakage issue with model 7 and retraining it.en.srt 18.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/009 Manipulating Arrays.en.srt 17.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/035 Congratulations and your challenge before heading to the next module.en.srt 17.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/005 Visualising examples from the dataset (becoming one with the data).en.srt 17.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/017 Breaking our CNN model down part 7_ Evaluating our CNN's training curves.en.srt 17.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/020 Writing code to uncover our model's most wrong predictions.en.srt 17.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/030 Multi-class classification part 7_ Evaluating our model.en.srt 17.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/015 Getting information from your tensors (tensor attributes).en.srt 17.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/008 Steps in improving a model with TensorFlow part 3.en.srt 17.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/016 Indexing and expanding tensors.en.srt 17.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/014 Creating a function to track and evaluate our model's results.en.srt 17.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/026 Encoding the line number feature to used with Model 5.en.srt 17.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/007 Unfreezing some layers in our base model to prepare for fine-tuning.en.srt 17.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/031 Downloading a pretrained model and preparing data to investigate predictions.en.srt 17.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/012 Breaking our CNN model down part 2_ Preparing to load our data.en.srt 17.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/032 Multi-class CNN's part 6_ Trying to fix overfitting by removing layers.en.srt 17.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/033 Multi-class CNN's part 7_ Trying to fix overfitting with data augmentation.en.srt 17.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/010 Make our poor classification model work for a regression dataset.en.srt 17.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/011 Making predictions with our trained model on 25,250 test samples.en.srt 16.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/027 Multi-class classification part 4_ Improving performance with normalisation.en.srt 16.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/011 Building a data augmentation layer to use inside our model.en.srt 16.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/004 Creating sample regression data (so we can model it).en.srt 16.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/016 Model 2_ Building, fitting and evaluating a Conv1D model with token embeddings.en.srt 16.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/005 Becoming One With Data Part 2.en.srt 16.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/007 Building a not very good classification model with TensorFlow.en.srt 16.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/013 Dot Product vs Element Wise.en.srt 16.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/001 What is and why use transfer learning_.en.srt 16.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/018 Setting up TensorFlow modelling experiments part 2 (increasing complexity).en.srt 16.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/010 Mapping the TextVectorization layer to text data and turning it into numbers.en.srt 16.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/006 Creating our first model with the TensorFlow Keras Functional API.en.srt 16.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/007 Compiling and fitting our first Functional API model.en.srt 16.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/017 Creating a function to load and prepare images for making predictions.en.srt 16.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/024 Comparing our modelling experiment results in TensorBoard.en.srt 16.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/009 Different Types of Transfer Learning.en.srt 16.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/026 Making a prediction on a custom image with our trained CNN.en.srt 16.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/021 Plotting and visualising the samples our model got most wrong.en.srt 16.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/029 Uploading our model's training logs to TensorBoard and comparing them.en.srt 16.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/002 Inputs and outputs of a neural network regression model.en.srt 13.6 KB
.pad/1 38 bytes
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/015 Model 1_ Building, fitting and evaluating our first deep model on text data.mp4 207.7 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/025 Preparing subsets of data for model 7 (same as model 6 but 10% of data).en.srt 15.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/018 Matrix multiplication with tensors part 1.en.srt 15.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/008 Selecting and Viewing Data with Pandas.en.srt 15.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/024 Model 6_ Building, training and evaluating a transfer learning model for NLP.en.srt 15.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/029 TensorFlow Regression challenge, exercises & extra-curriculum.html 2.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/external-assets-links.txt 130 bytes
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/014 Creating tensors from NumPy arrays.en.srt 15.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/015 Preparing a pretrained embedding layer from TensorFlow Hub for Model 2.en.srt 15.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/001 Introduction to Computer Vision with TensorFlow.en.srt 15.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/029 Multi-class classification part 6_ Finding the ideal learning rate.en.srt 15.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/023 Fine-tuning Model 4 on 100% of the training data and evaluating its results.en.srt 15.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/022 Preparing our final modelling experiment (Model 4).en.srt 15.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/011 Manipulating Data 2.en.srt 15.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/032 Bringing SkimLit to life!!! (fitting and evaluating Model 5).en.srt 15.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/022 Model 5_ Building, fitting and evaluating a 1D CNN for text.en.srt 15.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/004 Exploring the TensorFlow Hub website for pretrained models.en.srt 15.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/003 What are neural networks_.en.srt 15.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/022 Making predictions on and plotting our own custom images.en.srt 15.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/019 Discussing the benefits of finding your model's most wrong predictions.en.srt 9.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/external-assets-links.txt 108 bytes
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/009 Setting up a TensorFlow TextVectorization layer to convert text to numbers.mp4 199.9 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/004 Typical architecture of neural network classification models with TensorFlow.en.srt 15.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/012 Visualising what happens when images pass through our data augmentation layer.en.srt 15.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/029 Making sure our tensor operations run really fast on GPUs.en.srt 15.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/005 Creating and viewing classification data to model.en.srt 15.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/020 Matrix multiplication with tensors part 3.en.srt 13.8 KB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/018 Preparing Model 3 (our first fine-tuned model).mp4 198.2 MB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/013 Non-linearity part 3_ Upgrading our non-linear model with more layers.en.srt 15.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/005 Types of Machine Learning Problems.en.srt 15.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/022 Breaking our CNN model down part 12_ Discovering the power of shuffling data.en.srt 14.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/008 Building and training a pre-trained EfficientNet model on our data.en.srt 14.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/003 Introducing Callbacks in TensorFlow and making a callback to track our models.en.srt 14.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/007 Describing Data with Pandas.en.srt 14.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/002 Why use deep learning_.en.srt 14.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/013 Training and evaluating a feature extraction model (Food Vision Big™).en.srt 14.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/010 Evaluating a TensorFlow model part 2 (the three datasets).en.srt 14.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/002 Making sure we have access to the right GPU for mixed precision training.en.srt 14.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/012 Manipulating Data 3.en.srt 14.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/010 Improving our non-CNN model by adding more layers.en.srt 14.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/027 Preprocessing data with feature scaling part 2 (normalising our data).en.srt 14.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/008 Viewing Arrays and Matrices.en.srt 14.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/026 Preprocessing data with feature scaling part 1 (what is feature scaling_).en.srt 14.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/010 Turning on mixed precision training with TensorFlow.en.srt 14.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/020 Comparing our model's results before and after fine-tuning.en.srt 14.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/011 Non-linearity part 1_ Straight lines and non-straight lines.en.srt 14.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/030 Visually inspecting the architecture of our tribrid embedding model.en.srt 14.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/025 Writing a helper function to load and preprocessing custom images.en.srt 14.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/017 High-level overview of Recurrent Neural Networks (RNNs) + where to learn more.en.srt 14.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/012 Discussing the various modelling experiments we're going to run.en.srt 14.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/024 Putting things together with multi-class classification part 1_ Getting the data.en.srt 14.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/006 Blowing our previous models out of the water with transfer learning.en.srt 14.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/021 Breaking our CNN model down part 11_ Training a CNN model on augmented data.en.srt 14.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/032 Multi-class classification part 9_ Visualising random model predictions.en.srt 14.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/030 Saving and loading in a trained NLP model with TensorFlow.en.srt 14.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/005 Creating a headless EfficientNetB0 model with data augmentation built in.en.srt 14.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/004 What is deep learning already being used for_.en.srt 14.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/013 Breaking our CNN model down part 3_ Loading our data with ImageDataGenerator.en.srt 14.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/004 The typical architecture of a Recurrent Neural Network (RNN).en.srt 14.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/012 Modelling - Comparison.en.srt 13.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/019 Comparing and tracking your TensorFlow modelling experiments.en.srt 13.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/007 Steps in improving a model with TensorFlow part 2.en.srt 13.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/008 Converting text data to numbers using tokenisation and embeddings (overview).en.srt 13.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/008 Using a GPU to run our CNN model 5x faster.en.srt 13.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/012 Creating random tensors with TensorFlow.en.srt 13.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/010 Downloading and preparing the data for Model 1 (1 percent of training data).en.srt 13.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/010 Preparing our data for deep sequence models.en.srt 13.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/011 Breaking our CNN model down part 1_ Becoming one with the data.en.srt 13.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/022 Tensor aggregation (finding the min, max, mean & more).en.srt 13.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/026 Model 7_ Building, training and evaluating a transfer learning model on 10% data.en.srt 13.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/021 How to load and use a saved TensorFlow model.en.srt 13.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/013 Creating fast loading dataset with the TensorFlow tf.data API.en.srt 13.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/001 Introduction to neural network classification in TensorFlow.en.srt 13.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/external-assets-links.txt 135 bytes
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/008 Trying to improve our not very good classification model.en.srt 13.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/013 Shuffling the order of tensors.en.srt 13.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/012 Creating a custom token embedding layer with TensorFlow.en.srt 13.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/013 Model 0_ Building a baseline model to try and improve upon.en.srt 13.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/006 Creating NumPy Arrays.en.srt 13.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/024 Finding the positional minimum and maximum of a tensor (argmin and argmax).en.srt 12.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/033 Comparing the performance of all of our modelling experiments.en.srt 12.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/022 Model 4_ Plotting and visually exploring different data inputs.en.srt 12.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/032 Visualising our model's most wrong predictions.en.srt 12.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/003 Anatomy and architecture of a neural network regression model.en.srt 12.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/002 Introduction to Convolutional Neural Networks (CNNs) with TensorFlow.en.srt 12.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/010 Manipulating Arrays 2.en.srt 12.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/014 Non-linearity part 4_ Modelling our non-linear data once and for all.en.srt 12.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/035 Multi-class CNN's part 9_ Making predictions with our model on custom images.en.srt 12.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/013 Evaluating a TensorFlow model part 5 (visualising a model's predictions).en.srt 12.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/019 Training and evaluating a model with an ideal learning rate.en.srt 12.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/008 Fine-tuning our feature extraction model and evaluating its performance.en.srt 12.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/002 What we're going to cover in Milestone Project 2 (NLP for medical abstracts).en.srt 12.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/005 Preparing a notebook for our first NLP with TensorFlow project.en.srt 12.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/005 What is and why use TensorFlow_.en.srt 12.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/003 Example NLP inputs and outputs.en.srt 12.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/033 Making and visualising predictions on the test dataset.en.srt 12.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/009 Trying a non-CNN model on our image data.en.srt 12.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/022 Creating our first confusion matrix (to see where our model is getting confused).en.srt 12.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/009 Model 0_ Creating, fitting and evaluating a baseline model for SkimLit.en.srt 12.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/006 Fitting and evaluating our biggest transfer learning model yet.en.srt 11.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/028 Model 5_ Building the foundations of a tribrid embedding model.en.srt 11.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/020 How to save a TensorFlow model.en.srt 11.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/001 Introduction to Neural Network Regression with TensorFlow.en.srt 11.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/014 How To Download The Course Assignments.en.srt 11.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/014 Breaking our CNN model down part 4_ Building a baseline CNN model.en.srt 11.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/014 Introducing your Milestone Project 1 challenge_ build a model to beat DeepFood.en.srt 11.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/014 Evaluating a TensorFlow model part 6 (common regression evaluation metrics).en.srt 11.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/028 Preprocessing data with feature scaling part 3 (fitting a model on scaled data).en.srt 11.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/007 Performing visual data analysis on our preprocessed text.en.srt 11.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/023 Crafting multi-input fast loading tf.data datasets for Model 4.en.srt 11.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/007 Plotting the loss curves of our ResNet feature extraction model.en.srt 11.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/015 Creating a ModelCheckpoint to save our model's weights during training.en.srt 11.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/016 Plotting our model's F1-scores for each separate class.en.srt 11.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/031 Creating multi-level data input pipelines for Model 5 with the tf.data API.en.srt 11.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/029 Multi-class CNN's part 3_ Building a multi-class CNN model.en.srt 11.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/019 Fitting and evaluating Model 3 (our first fine-tuned model).en.srt 11.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/017 Turn Images Into NumPy Arrays.en.srt 11.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/007 NumPy Random Seed.en.srt 10.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/018 Creating a character-level embedding layer with tf.keras.layers.Embedding.en.srt 10.9 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/003 Downloading an image dataset for our first Food Vision model.en.srt 10.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/012 Checking to see if our model is using mixed precision training layer by layer.en.srt 10.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/027 Encoding the total lines feature to be used with Model 5.en.srt 10.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/025 Model 5_ Adding positional embeddings via feature engineering (overview).en.srt 10.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/001 Introduction to Transfer Learning Part 3_ Scaling Up.en.srt 10.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/034 Saving, loading & testing our best performing model.en.srt 10.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/028 Multi-class CNN's part 2_ Preparing our data (turning it into tensors).en.srt 10.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/025 Multi-class classification part 2_ Becoming one with the data.en.srt 10.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/011 Creating tensors with TensorFlow and tf.Variable().en.srt 10.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/002 Example classification problems (and their inputs and outputs).en.srt 10.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/016 Breaking our CNN model down part 6_ Compiling and fitting our baseline CNN.en.srt 10.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/016 Fitting and evaluating Model 2 (and saving its weights using ModelCheckpoint).en.srt 10.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/011 Standard Deviation and Variance.en.srt 10.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/009 Creating modelling callbacks for our feature extraction model.en.srt 10.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/009 Evaluating a TensorFlow model part 1 (_visualise, visualise, visualise_).en.srt 10.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/002 Importing a script full of helper functions (and saving lots of space).en.srt 10.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/001 Introduction to Transfer Learning in TensorFlow Part 2_ Fine-tuning.en.srt 10.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/012 Reshape and Transpose.en.srt 10.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/017 Loading and comparing saved weights to our existing trained Model 2.en.srt 10.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/019 Breaking our CNN model down part 9_ Reducing overfitting with data augmentation.en.srt 9.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/008 Exploring what happens when we batch and prefetch our data.en.srt 9.8 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/012 Evaluating a TensorFlow model part 4 (visualising a model's layers).en.srt 9.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/001 Introduction to Milestone Project 1_ Food Vision Big™.en.srt 9.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/036 Saving and loading our trained CNN model.en.srt 9.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/009 Saving and loading our trained model.en.srt 9.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/016 Sorting Arrays.en.srt 9.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/021 Downloading and preparing data for our biggest experiment yet (Model 4).en.srt 9.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/030 Multi-class CNN's part 4_ Fitting a multi-class CNN model to the data.en.srt 9.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/external-assets-links.txt 207 bytes
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/16 Appendix_ Machine Learning Primer/002 What is Machine Learning_.en.srt 9.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/010 Downloading a pretrained model to make and evaluate predictions with.en.srt 9.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/020 Introducing more classification evaluation methods.en.srt 9.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/003 Input and output tensors of classification problems.en.srt 9.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/020 Discussing how we're going to build Model 4 (character + token embeddings).en.srt 9.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/021 Changing the datatype of tensors.en.srt 9.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/017 Using the TensorFlow History object to plot a model's loss curves.en.srt 8.7 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/008 How to approach this course.en.srt 8.6 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/015 Evaluating a TensorFlow regression model part 7 (mean absolute error).en.srt 8.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/16 Appendix_ Machine Learning Primer/004 Exercise_ Machine Learning Playground.en.srt 8.5 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/026 One-hot encoding tensors.en.srt 8.4 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/01 Introduction/001 Course Outline.en.srt 8.3 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/007 Splitting data into training and validation sets.en.srt 8.2 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/022 (Optional) How to save and download files from Google Colab.en.srt 8.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/009 Modelling - Splitting Data.en.srt 8.1 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/012 Unravelling our test dataset for comparing ground truth labels to predictions.en.srt 8.0 KB
[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/006 Steps in improving a model with TensorFlow part 1.en.srt 7.9 KB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/028 Exploring TensorFlow and NumPy's compatibility.en.srt 7.4 KB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/027 Trying out more tensor math operations.en.srt 6.5 KB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/16 Appendix_ Machine Learning Primer/009 What Is Machine Learning_ Round 2.en.srt 6.5 KB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/14 Passing the TensorFlow Developer Certificate Exam/001 More Videos Coming Soon!.html 940 bytes
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/023 Using TensorFlow Hub for pretrained word embeddings (transfer learning for NLP).mp4 138.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/011 Creating an Embedding layer to turn tokenised text into embedding vectors.mp4 135.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/012 Visualising what happens when images pass through our data augmentation layer.mp4 119.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/030 Multi-class classification part 7_ Evaluating our model.mp4 119.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/035 Multi-class CNN's part 9_ Making predictions with our model on custom images.mp4 119.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/011 Building a data augmentation layer to use inside our model.mp4 117.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/008 Turning our target labels into numbers (ML models require numbers).mp4 117.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/004 Introduction to TensorFlow Datasets (TFDS).mp4 116.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/005 Exploring and becoming one with the data (Food101 from TensorFlow Datasets).mp4 116.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/028 Comparing all our modelling experiments evaluation metrics.mp4 115.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/032 Bringing SkimLit to life!!! (fitting and evaluating Model 5).mp4 115.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/011 Making predictions with our trained model on 25,250 test samples.mp4 115.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/008 Using a GPU to run our CNN model 5x faster.mp4 114.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/023 Making our confusion matrix prettier.mp4 114.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/027 Multi-class classification part 4_ Improving performance with normalisation.mp4 113.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/026 Encoding the line number feature to used with Model 5.mp4 113.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/004 Typical architecture of neural network classification models with TensorFlow.mp4 112.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/029 Making sure our tensor operations run really fast on GPUs.mp4 110.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/009 Different Types of Transfer Learning.mp4 110.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/020 Writing code to uncover our model's most wrong predictions.mp4 109.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/017 Creating a function to load and prepare images for making predictions.mp4 109.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/012 Breaking our CNN model down part 2_ Preparing to load our data.mp4 109.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/029 Uploading our model's training logs to TensorBoard and comparing them.mp4 109.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/022 Making predictions on and plotting our own custom images.mp4 108.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/011 Creating a feature extraction model capable of using mixed precision training.mp4 107.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/030 Visually inspecting the architecture of our tribrid embedding model.mp4 107.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/019 Matrix multiplication with tensors part 2.mp4 107.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/010 Turning on mixed precision training with TensorFlow.mp4 107.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/004 The typical architecture of a Recurrent Neural Network (RNN).mp4 107.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/016 Model 2_ Building, fitting and evaluating a Conv1D model with token embeddings.mp4 106.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/009 Selecting and Viewing Data with Pandas Part 2.mp4 106.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/010 Improving our non-CNN model by adding more layers.mp4 106.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/017 Breaking our CNN model down part 7_ Evaluating our CNN's training curves.mp4 106.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/005 Creating and viewing classification data to model.mp4 106.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/008 Building and training a pre-trained EfficientNet model on our data.mp4 105.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/025 Writing a helper function to load and preprocessing custom images.mp4 105.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/010 Manipulating Data.mp4 105.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/030 Saving and loading in a trained NLP model with TensorFlow.mp4 104.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/005 Becoming One With Data Part 2.mp4 104.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/021 How to load and use a saved TensorFlow model.mp4 104.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/022 Breaking our CNN model down part 12_ Discovering the power of shuffling data.mp4 103.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/013 Breaking our CNN model down part 3_ Loading our data with ImageDataGenerator.mp4 103.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/004 Exploring the TensorFlow Hub website for pretrained models.mp4 103.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/014 Creating tensors from NumPy arrays.mp4 101.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/018 Matrix multiplication with tensors part 1.mp4 100.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/026 Model 7_ Building, training and evaluating a transfer learning model on 10% data.mp4 100.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/009 Trying a non-CNN model on our image data.mp4 100.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/007 Unfreezing some layers in our base model to prepare for fine-tuning.mp4 100.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/026 Making a prediction on a custom image with our trained CNN.mp4 99.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/012 Creating a custom token embedding layer with TensorFlow.mp4 99.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/006 Blowing our previous models out of the water with transfer learning.mp4 99.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/031 Creating multi-level data input pipelines for Model 5 with the tf.data API.mp4 99.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/024 Model 6_ Building, training and evaluating a transfer learning model for NLP.mp4 99.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/010 Mapping the TextVectorization layer to text data and turning it into numbers.mp4 97.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/010 Downloading and preparing the data for Model 1 (1 percent of training data).mp4 97.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/027 Preprocessing data with feature scaling part 2 (normalising our data).mp4 97.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/023 Fine-tuning Model 4 on 100% of the training data and evaluating its results.mp4 96.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/017 High-level overview of Recurrent Neural Networks (RNNs) + where to learn more.mp4 96.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/014 Non-linearity part 4_ Modelling our non-linear data once and for all.mp4 96.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/024 Finding the positional minimum and maximum of a tensor (argmin and argmax).mp4 96.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/022 Preparing our final modelling experiment (Model 4).mp4 96.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/024 Comparing our modelling experiment results in TensorBoard.mp4 95.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/018 Setting up TensorFlow modelling experiments part 2 (increasing complexity).mp4 95.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/011 Non-linearity part 1_ Straight lines and non-straight lines.mp4 95.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/005 Series, Data Frames and CSVs.mp4 95.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/003 Introducing Callbacks in TensorFlow and making a callback to track our models.mp4 94.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/021 Breaking our CNN model down part 11_ Training a CNN model on augmented data.mp4 94.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/013 Model 0_ Building a baseline model to try and improve upon.mp4 93.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/026 Preprocessing data with feature scaling part 1 (what is feature scaling_).mp4 92.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/020 How to save a TensorFlow model.mp4 92.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/019 Comparing and tracking your TensorFlow modelling experiments.mp4 92.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/025 Preparing subsets of data for model 7 (same as model 6 but 10% of data).mp4 91.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/014 Exercise_ Nut Butter Store Sales.mp4 91.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/012 Manipulating Data 3.mp4 91.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/011 Breaking our CNN model down part 1_ Becoming one with the data.mp4 90.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/013 Creating fast loading dataset with the TensorFlow tf.data API.mp4 90.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/007 Steps in improving a model with TensorFlow part 2.mp4 90.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/004 Creating sample regression data (so we can model it).mp4 90.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/013 Shuffling the order of tensors.mp4 89.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/022 Tensor aggregation (finding the min, max, mean & more).mp4 89.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/002 Importing a script full of helper functions (and saving lots of space).mp4 89.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/029 Multi-class CNN's part 3_ Building a multi-class CNN model.mp4 89.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/014 Introducing your Milestone Project 1 challenge_ build a model to beat DeepFood.mp4 89.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/013 Training and evaluating a feature extraction model (Food Vision Big™).mp4 89.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/019 Training and evaluating a model with an ideal learning rate.mp4 89.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/012 Creating random tensors with TensorFlow.mp4 88.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/002 Making sure we have access to the right GPU for mixed precision training.mp4 88.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/012 Checking to see if our model is using mixed precision training layer by layer.mp4 87.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/012 Discussing the various modelling experiments we're going to run.mp4 87.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/015 Getting information from your tensors (tensor attributes).mp4 87.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/024 Putting things together with multi-class classification part 1_ Getting the data.mp4 87.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/016 Indexing and expanding tensors.mp4 86.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/022 Model 4_ Plotting and visually exploring different data inputs.mp4 86.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/011 Manipulating Data 2.mp4 86.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/017 Turn Images Into NumPy Arrays.mp4 86.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/014 Breaking our CNN model down part 4_ Building a baseline CNN model.mp4 85.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/010 Preparing our data for deep sequence models.mp4 85.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/008 Trying to improve our not very good classification model.mp4 84.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/020 Comparing our model's results before and after fine-tuning.mp4 84.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/023 Crafting multi-input fast loading tf.data datasets for Model 4.mp4 83.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/013 Dot Product vs Element Wise.mp4 83.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/034 Saving, loading & testing our best performing model.mp4 83.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/005 Preparing a notebook for our first NLP with TensorFlow project.mp4 82.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/008 Converting text data to numbers using tokenisation and embeddings (overview).mp4 82.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/028 Model 5_ Building the foundations of a tribrid embedding model.mp4 81.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/009 Model 0_ Creating, fitting and evaluating a baseline model for SkimLit.mp4 81.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/010 Evaluating a TensorFlow model part 2 (the three datasets).mp4 81.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/009 Manipulating Arrays.mp4 80.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/020 Matrix multiplication with tensors part 3.mp4 80.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/005 Creating a headless EfficientNetB0 model with data augmentation built in.mp4 80.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/005 NumPy DataTypes and Attributes.mp4 79.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/013 Evaluating a TensorFlow model part 5 (visualising a model's predictions).mp4 78.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/010 Downloading a pretrained model to make and evaluate predictions with.mp4 78.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/033 Comparing the performance of all of our modelling experiments.mp4 78.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/016 Plotting our model's F1-scores for each separate class.mp4 77.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/022 Model 5_ Building, fitting and evaluating a 1D CNN for text.mp4 77.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/018 Creating a character-level embedding layer with tf.keras.layers.Embedding.mp4 77.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/016 Breaking our CNN model down part 6_ Compiling and fitting our baseline CNN.mp4 77.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/032 Visualising our model's most wrong predictions.mp4 77.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/003 SkimLit inputs and outputs.mp4 76.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/033 Making and visualising predictions on the test dataset.mp4 76.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/002 Introduction to Convolutional Neural Networks (CNNs) with TensorFlow.mp4 76.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/004 What is deep learning already being used for_.mp4 76.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/028 Preprocessing data with feature scaling part 3 (fitting a model on scaled data).mp4 75.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/007 Describing Data with Pandas.mp4 75.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/001 Introduction to Computer Vision with TensorFlow.mp4 75.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/007 Performing visual data analysis on our preprocessed text.mp4 74.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/029 Multi-class classification part 6_ Finding the ideal learning rate.mp4 73.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/003 Downloading an image dataset for our first Food Vision model.mp4 72.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/001 Introduction to neural network classification in TensorFlow.mp4 72.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/028 Multi-class CNN's part 2_ Preparing our data (turning it into tensors).mp4 72.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/008 Selecting and Viewing Data with Pandas.mp4 72.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/021 Changing the datatype of tensors.mp4 71.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/002 What we're going to cover in Milestone Project 2 (NLP for medical abstracts).mp4 71.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/011 Creating tensors with TensorFlow and tf.Variable().mp4 70.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/008 Viewing Arrays and Matrices.mp4 70.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/014 Evaluating a TensorFlow model part 6 (common regression evaluation metrics).mp4 70.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/012 Evaluating a TensorFlow model part 4 (visualising a model's layers).mp4 70.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/006 Fitting and evaluating our biggest transfer learning model yet.mp4 70.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/023 Tensor troubleshooting example (updating tensor datatypes).mp4 69.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/036 Saving and loading our trained CNN model.mp4 69.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/005 What is and why use TensorFlow_.mp4 69.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/019 Fitting and evaluating Model 3 (our first fine-tuned model).mp4 69.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/015 Creating a ModelCheckpoint to save our model's weights during training.mp4 69.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/016 Fitting and evaluating Model 2 (and saving its weights using ModelCheckpoint).mp4 68.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/010 Manipulating Arrays 2.mp4 67.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/022 (Optional) How to save and download files from Google Colab.mp4 67.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/009 Evaluating a TensorFlow model part 1 (_visualise, visualise, visualise_).mp4 66.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/006 Creating NumPy Arrays.mp4 66.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/014 How To Download The Course Assignments.mp4 66.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/025 Model 5_ Adding positional embeddings via feature engineering (overview).mp4 66.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/008 Fine-tuning our feature extraction model and evaluating its performance.mp4 66.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/019 Breaking our CNN model down part 9_ Reducing overfitting with data augmentation.mp4 66.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/001 What is and why use transfer learning_.mp4 65.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/022 Creating our first confusion matrix (to see where our model is getting confused).mp4 65.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/032 Multi-class classification part 9_ Visualising random model predictions.mp4 65.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/027 Encoding the total lines feature to be used with Model 5.mp4 64.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/003 Example NLP inputs and outputs.mp4 64.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/008 Exploring what happens when we batch and prefetch our data.mp4 63.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/003 What are neural networks_.mp4 63.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/017 Loading and comparing saved weights to our existing trained Model 2.mp4 62.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/002 Why use deep learning_.mp4 62.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/017 Using the TensorFlow History object to plot a model's loss curves.mp4 62.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/06 Transfer Learning in TensorFlow Part 1_ Feature extraction/007 Plotting the loss curves of our ResNet feature extraction model.mp4 62.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/001 Introduction to Transfer Learning in TensorFlow Part 2_ Fine-tuning.mp4 61.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/009 Creating modelling callbacks for our feature extraction model.mp4 60.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/005 Types of Machine Learning Problems.mp4 60.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/11 Milestone Project 2_ SkimLit/020 Discussing how we're going to build Model 4 (character + token embeddings).mp4 60.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/001 Introduction to Neural Network Regression with TensorFlow.mp4 60.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/10 NLP Fundamentals in TensorFlow/007 Splitting data into training and validation sets.mp4 59.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/026 One-hot encoding tensors.mp4 59.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/030 Multi-class CNN's part 4_ Fitting a multi-class CNN model to the data.mp4 59.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/019 Discussing the benefits of finding your model's most wrong predictions.mp4 59.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/003 Anatomy and architecture of a neural network regression model.mp4 59.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/012 Non-linearity part 2_ Building our first neural network with non-linearity.mp4 59.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/01 Introduction/001 Course Outline.mp4 58.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/002 Inputs and outputs of a neural network regression model.mp4 57.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/009 Saving and loading our trained model.mp4 57.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/021 Downloading and preparing data for our biggest experiment yet (Model 4).mp4 56.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/015 Evaluating a TensorFlow regression model part 7 (mean absolute error).mp4 56.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/027 Trying out more tensor math operations.mp4 55.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/012 Reshape and Transpose.mp4 53.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/024 Downloading a custom image to make predictions on.mp4 53.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/007 NumPy Random Seed.mp4 51.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/009 Drilling into the concept of a feature vector (a learned representation).mp4 51.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/011 Standard Deviation and Variance.mp4 51.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/003 Input and output tensors of classification problems.mp4 51.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/002 Example classification problems (and their inputs and outputs).mp4 50.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/013 Confirming our model's predictions are in the same order as the test labels.mp4 50.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/023 Breaking our CNN model down part 13_ Exploring options to improve our model.mp4 50.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/025 Multi-class classification part 2_ Becoming one with the data.mp4 48.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/006 Steps in improving a model with TensorFlow part 1.mp4 45.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/004 Becoming One With Data.mp4 45.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/017 Manipulating tensors with basic operations.mp4 45.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/012 Modelling - Comparison.mp4 44.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/012 Unravelling our test dataset for comparing ground truth labels to predictions.mp4 43.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/028 Exploring TensorFlow and NumPy's compatibility.mp4 43.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/034 Multi-class CNN's part 8_ Things you could do to improve your CNN model.mp4 43.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/16 Appendix_ Machine Learning Primer/004 Exercise_ Machine Learning Playground.mp4 42.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/001 Introduction to Milestone Project 1_ Food Vision Big™.mp4 42.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/020 Introducing more classification evaluation methods.mp4 42.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/001 Introduction to Transfer Learning Part 3_ Scaling Up.mp4 41.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/031 Multi-class CNN's part 5_ Evaluating our multi-class CNN model.mp4 41.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/003 Outlining the model we're going to build and building a ModelCheckpoint callback.mp4 40.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/08 Transfer Learning with TensorFlow Part 3_ Scaling Up/004 Creating a data augmentation layer to use with our model.mp4 40.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/031 Multi-class classification part 8_ Creating a confusion matrix.mp4 40.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/05 Computer Vision and Convolutional Neural Networks in TensorFlow/006 Becoming One With Data Part 3.mp4 39.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/006 Checking the input and output shapes of our classification data.mp4 38.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/008 Features In Data.mp4 36.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/001 What is deep learning_.mp4 34.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/021 Finding the accuracy of our classification model.mp4 34.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/016 Sorting Arrays.mp4 32.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/03 Neural network regression with TensorFlow/016 Evaluating a TensorFlow regression model part 7 (mean square error).mp4 32.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/09 Milestone Project 1_ Food Vision Big™ __/003 Getting helper functions ready.mp4 31.1 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/16 Appendix_ Machine Learning Primer/005 How Did We Get Here_.mp4 30.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/025 Squeezing a tensor (removing all 1-dimension axes).mp4 30.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/007 What we're going to cover throughout the course.mp4 29.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/006 Types of Data.mp4 29.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/16 Appendix_ Machine Learning Primer/002 What is Machine Learning_.mp4 28.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/006 What is a Tensor_.mp4 27.6 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/009 Modelling - Splitting Data.mp4 27.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/004 Pandas Introduction.mp4 27.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/015 Tools We Will Use.mp4 27.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/003 NumPy Introduction.mp4 26.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/04 Neural network classification in TensorFlow/028 Multi-class classification part 5_ Comparing normalised and non-normalised data.mp4 26.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/005 Comparing the TensorFlow Keras Sequential API versus the Functional API.mp4 26.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/015 Comparison Operators.mp4 26.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/02 Deep Learning and TensorFlow Fundamentals/008 How to approach this course.mp4 26.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/16 Appendix_ Machine Learning Primer/009 What Is Machine Learning_ Round 2.mp4 25.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/004 6 Step Machine Learning Framework.mp4 23.5 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/010 Modelling - Picking the Model.mp4 23.2 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/16 Appendix_ Machine Learning Primer/007 Types of Machine Learning.mp4 22.8 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/025 How to view and delete previous TensorBoard experiments.mp4 21.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/014 Experimentation.mp4 21.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/16 Appendix_ Machine Learning Primer/003 AI_Machine Learning_Data Science.mp4 19.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/16 Appendix_ Machine Learning Primer/006 Exercise_ YouTube Recommendation Engine.mp4 19.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/007 Types of Evaluation.mp4 17.7 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/011 Modelling - Tuning.mp4 16.0 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/07 Transfer Learning in TensorFlow Part 2_ Fine tuning/004 Discussing the four (actually five) modelling experiments we're running.mp4 15.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/002 Section Overview.mp4 13.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/002 Section Overview.mp4 13.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/17 Appendix_ Machine Learning and Data Science Framework/003 Introducing Our Framework.mp4 11.4 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/18 Appendix_ Pandas for Data Analysis/002 Section Overview.mp4 10.9 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/19 Appendix_ NumPy/345 numpy-images.zip 7.3 MB
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[TutsNode.com] - TensorFlow Developer Certificate in 2021 Zero to Mastery/16 Appendix_ Machine Learning Primer/010 Section Review.mp4 5.6 MB

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