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visualization machine learning python

Type:: Other
Files:: 125
Size:: 4.1 GB
Uploaded On:: April 2, 2023, 11:54 a.m.
Added By:: tuts756
Seeders:: 0
Leechers:: 0
Info Hash:: 0A7366C81EA84E41A45CCAE6B07BF97EE222DAB2

Description You’ve just stumbled upon the most complete, in-depth Visualization/Dimensionality Reduction course online. Whether you want to: – build the skills you need to get your first Data Scientist job – move to a more senior software developer position – become a computer scientist mastering in data science and machine learning – or just learn dimensionality reduction to be able to work on your own data science projects quickly. …this complete Dimensionality Reduction Masterclass is the course you need to do all of this, and more. This course is designed to give you the Visualization/Dimensionality Reduction skills you need to become an expert data scientist. By the end of the course, you will understand Visualization/Dimensionality Reduction extremely well and be able to use the techniques on your own projects and be productive as a computer scientist and data analyst. What makes this course a bestseller? Like you, thousands of others were frustrated and fed up with fragmented Youtube tutorials or incomplete or outdated courses which assume you already know a bunch of stuff, as well as thick, college-like textbooks able to send even the most caffeine-fuelled coder to sleep. Like you, they were tired of low-quality lessons, poorly explained topics, and confusing info presented in the wrong way. That’s why so many find success in this complete Visualization/Dimensionality Reduction course. It’s designed with simplicity and seamless progression in mind through its content. This course assumes no previous data science experience and takes you from absolute beginner core concepts. You will learn the core Visualization/Dimensionality Reduction techniques and master data science. It’s a one-stop shop to learn Visualization/Dimensionality Reduction. If you want to go beyond the core content you can do so at any time. Here’s just some of what you’ll learn (It’s okay if you don’t understand all this yet, you will in the course) All the essential Visualization/Dimensionality Reduction techniques: PCA, LLE, t-SNE, ISOMAP… Their arguments and expressions needed to fully understand exactly what you’re coding and why – making programming easy to grasp and less frustrating. You will learn the answers to questions like What is a High Dimensionality Dataset, What are rules and models and to reduce the dimensionality and Visualize complex decisions Complete chapters on Dimensionality of Datasets and many aspects of the Dimensionality Reduction mechanism (the protocols and tools for building applications) so you can code for all platforms and derestrict your program’s user base. How to apply powerful machine learning techniques using Dimensionality Reduction. What if I have questions? As if this course wasn’t complete enough, I offer full support, answering any questions you have. This means you’ll never find yourself stuck on one lesson for days on end. With my hand-holding guidance, you’ll progress smoothly through this course without any major roadblocks. There’s no risk either! This course comes with a full guarantee. Meaning if you are not completely satisfied with the course or your progress, simply let me know and I’ll refund you 100%, every last penny no questions asked. You either end up with Visualization/Dimensionality Reduction skills, go on to develop great programs and potentially make an awesome career for yourself, or you try the course and simply get all your money back if you don’t like it… You literally can’t lose. Moreover, the course is packed with practical exercises that are based on real-life case studies. So not only will you learn the theory, but you will also get lots of hands-on practice building your own models. And as a bonus, this course includes Python code templates which you can download and use on your own projects. Ready to get started, developer? Enroll now using the “Add to Cart” button on the right, and get started on your way to creative, advanced Data Science brilliance. Or, take this course for a free spin using the preview feature, so you know you’re 100% certain this course is for you. See you on the inside (hurry, Visualization is waiting!) Who this course is for: Any people who want to start learning Dimensionality Reduction in Machine Learning Anyone interested in Machine Learning Students who have at least high school knowledge in math and who want to start learning Machine Learning. Any people who are not that comfortable with coding but who are interested in Machine Learning and want to apply it easily on datasets Any students in college who want to start a career in Data Science Any people who are not satisfied with their job and who want to become a Data Scientist Any data analysts who want to level up in Machine Learning Any people who want to create added value to their business by using powerful Machine Learning tools Requirements No data science experience is necessary to take this course. Any computer and OS will work — Windows, macOS or Linux. We will set up your code environment in the course. Last Updated 2/2023

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[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/5 - Using PCA.mp4 461.6 MB
TutsNode.net.txt 63 bytes
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/16 - Using-t-SNE-with-Scaled-Data.ipynb 395.5 KB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/3 - Introduction-to-the-Dataset.ipynb 43.9 KB
[TGx]Downloaded from torrentgalaxy.to .txt 585 bytes
.pad/0 1.8 KB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/15 - tSNE on Raw Data.mp4 256.7 MB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/31 - Locally-Linear-Embedding.pdf 308.2 KB
.pad/1 5.0 KB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/23 - ISOMAP with 3 Dimensions.mp4 247.8 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/16 - Using-t-SNE-on-Scaled-Data.pdf 180.8 KB
.pad/2 826 bytes
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/4 - Initial Visualization.mp4 217.3 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/17 - Using-t-SNE-with-Standardized-Data.ipynb 583.6 KB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/27 - Fisher-Discriminant-Analysis-with-2-Dimensions.ipynb 97.4 KB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/9 - Introduction-to-the-Dataset.ipynb 11.1 KB
.pad/3 576 bytes
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/22 - ISOMAP with 2 Dimensions.mp4 214.1 MB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/4 - Initial-Visualization.ipynb 719.2 KB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/18 - Introduction-to-Multidimensional-Scaling.pdf 164.5 KB
.pad/4 3.4 KB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/27 - Fisher Discriminant Analysis with 2 Dimensions.mp4 209.6 MB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/5 - Using-PCA.pdf 388.9 KB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/30 - Introduction-to-Image-Dataset.ipynb 22.2 KB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/14 - crabs.csv 6.0 KB
.pad/5 5.0 KB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/11 - LLE with 3 Dimensions.mp4 201.8 MB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/23 - ISOMAP-with-3-Dimensions.pdf 160.2 KB
.pad/6 1.9 KB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/10 - Using LLE.mp4 200.1 MB
[TutsNode.net] - Visualization Machine Learning in Python/1 - Code Environment Setup/1 - Google-Colab-for-Programming-in-Python.pdf 577.8 KB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/33 - Fisher-Discriminant-Analysis.ipynb 316.7 KB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/14 - Introduction-to-the-Dataset.ipynb 11.1 KB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/26 - Introduction-to-the-Dataset.ipynb 11.1 KB
.pad/7 4.8 KB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/28 - Fisher Discriminant Analysis with 3 Dimensions.mp4 188.0 MB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/5 - PCA-in-Crabs-Dataset.ipynb 986.5 KB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/3 - crabs.csv 6.0 KB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/9 - crabs.csv 6.0 KB
.pad/8 14.8 KB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/33 - Fisher Discriminant Analysis.mp4 182.8 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/17 - Using-t-SNE-on-Standardized-Data.pdf 182.7 KB
.pad/9 5.1 KB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/3 - Introduction to the Dataset.mp4 166.3 MB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/6 - Principal-Component-Analysis-PCA.pdf 567.9 KB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/22 - ISOMAP-with-2-Dimensions.ipynb 90.1 KB
.pad/10 44.2 KB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/31 - Locally Linear Embedding.mp4 165.3 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/12 - Introduction-to-t-SNE.pdf 374.7 KB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/34 - ISOMAP-Image-Project.ipynb 306.5 KB
.pad/11 38.4 KB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/32 - Principal Component Analysis.mp4 164.8 MB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/10 - Using-LLE.pdf 199.8 KB
.pad/12 3.3 KB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/34 - ISOMAP.mp4 151.1 MB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/32 - Principal-Component-Analysis.ipynb 347.3 KB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/34 - ISOMAP-Image-Project.pdf 303.8 KB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/20 - MDS-with-3-Dimensions.ipynb 230.7 KB
.pad/13 5.2 KB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/19 - Using MDS with 2 Dimensions.mp4 150.1 MB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/32 - Principal-Component-Analysis.pdf 303.7 KB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/33 - Fisher-Discriminant-Analysis.pdf 303.2 KB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/30 - Introduction-to-Image-Dataset.pdf 302.8 KB
.pad/14 49.7 KB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/17 - tSNE on Standardized Data.mp4 146.6 MB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/8 - Locally-Linear-Embedding-Algorithm.pdf 296.0 KB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/19 - MDS-with-2-Dimensions.ipynb 89.6 KB
.pad/15 1.3 KB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/16 - tSNE on Scaled Data.mp4 145.4 MB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/28 - Fisher-Discriminant-Analysis-with-3-Dimensions.pdf 251.0 KB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/27 - Fisher-Discriminant-Analysis-with-2-Dimensions.pdf 250.9 KB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/10 - Using-Locally-Linear-Embedding.ipynb 83.7 KB
.pad/16 42.4 KB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/20 - Using MDS with 3 Dimensions.mp4 143.7 MB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/4 - Initial-Visualization.pdf 243.9 KB
.pad/17 15.8 KB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/6 - Explanation of PCA.mp4 98.2 MB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/11 - LLE-with-3-Dimensions.pdf 237.1 KB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/7 - Introduction-to-LLE.pdf 237.0 KB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/31 - Locally-Linear-Embedding.ipynb 222.0 KB
.pad/18 117.8 KB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/30 - Introduction to Image Dataset.mp4 91.3 MB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/23 - ISOMAP-with-3-Dimensions.ipynb 224.8 KB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/11 - LLE-with-3-Dimensions.ipynb 218.6 KB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/28 - Fisher-Discriminant-Analysis-with-3-Dimensions.ipynb 216.0 KB
.pad/19 23.7 KB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/26 - Introduction to the Dataset.mp4 85.0 MB
.pad/20 48.9 KB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/14 - Introduction to the Dataset.mp4 84.9 MB
.pad/21 65.9 KB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/9 - Introduction to the Dataset.mp4 84.9 MB
.pad/22 152.5 KB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/12 - Introduction to tSNE.mp4 35.5 MB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/24 - Introduction-to-Fisher-Discriminant-Analysis.pdf 196.7 KB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/2 - Introduction-to-PCA.pdf 194.4 KB
.pad/23 158.5 KB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/18 - Introduction to MDS.mp4 21.2 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/15 - Using-t-SNE-with-Raw-Data.ipynb 192.8 KB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/15 - Using-t-SNE-on-Raw-Data.pdf 182.0 KB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/3 - Introduction-to-the-Dataset.pdf 168.0 KB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/21 - Introduction-to-ISOMAP.pdf 164.3 KB
.pad/24 131.8 KB
[TutsNode.net] - Visualization Machine Learning in Python/2 - Principal Component Analysis PCA/2 - Introduction to PCA.mp4 19.9 MB
.pad/25 121.4 KB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/7 - Introduction to LLE.mp4 19.6 MB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/9 - Introduction-to-the-Dataset.pdf 163.2 KB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/26 - Introduction-to-the-Dataset.pdf 163.2 KB
.pad/26 64.3 KB
[TutsNode.net] - Visualization Machine Learning in Python/3 - Locally Linear Embedding LLE/8 - Locally Linear Embedding Algorithm.mp4 19.2 MB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/14 - Introduction-to-the-Dataset.pdf 163.2 KB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/22 - ISOMAP-with-2-Dimensions.pdf 160.0 KB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/19 - Multidimensional-Scaling-with-2-Dimensions.pdf 158.9 KB
[TutsNode.net] - Visualization Machine Learning in Python/5 - Multidimensional Scaling MDS/20 - Multidimensional-Scaling-with-3-Dimensions.pdf 158.8 KB
.pad/27 210.6 KB
[TutsNode.net] - Visualization Machine Learning in Python/6 - ISOMAP/21 - Introduccion to ISOMAP.mp4 17.5 MB
.pad/28 548.3 KB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/24 - Introduction to Fisher Discriminant Analysis.mp4 12.7 MB
.pad/29 332.2 KB
[TutsNode.net] - Visualization Machine Learning in Python/1 - Code Environment Setup/1 - Google Colab for Programming in Python.mp4 9.6 MB
.pad/30 435.3 KB
[TutsNode.net] - Visualization Machine Learning in Python/4 - tStochastic Neighbor Embedding tSNE/13 - Dataset.mp4 3.0 MB
.pad/31 1001.9 KB
[TutsNode.net] - Visualization Machine Learning in Python/7 - Fisher Discriminant Analysis/25 - Dataset Information.mp4 3.0 MB
.pad/32 33.1 KB
[TutsNode.net] - Visualization Machine Learning in Python/8 - Final Project Images/29 - Images.mp4 2.0 MB

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