PirateBay Download | udemy python data science machine learning bootcamp

udemy python data science machine learning bootcamp

Type:: Other
Files:: 331
Size:: 5.1 GB
Uploaded On:: Jan. 29, 2020, 3:50 p.m.
Added By:: cybil18
Seeders:: 7
Leechers:: 2
Info Hash:: EE7442FDBED007BC61D0984F072235F6A97E6F3F

Requirements Some programming experience Admin permissions to download files Description Are you ready to start your path to becoming a Data Scientist! This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations, and use powerful machine learning algorithms! Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! Data Science is a rewarding career that allows you to solve some of the world's most interesting problems! This course is designed for both beginners with some programming experience or experienced developers looking to make the jump to Data Science! This comprehensive course is comparable to other Data Science bootcamps that usually cost thousands of dollars, but now you can learn all that information at a fraction of the cost! With over 100 HD video lectures and detailed code notebooks for every lecture this is one of the most comprehensive course for data science and machine learning on Udemy! We'll teach you how to program with Python, how to create amazing data visualizations, and how to use Machine Learning with Python! Here a just a few of the topics we will be learning: Programming with Python NumPy with Python Using pandas Data Frames to solve complex tasks Use pandas to handle Excel Files Web scraping with python Connect Python to SQL Use matplotlib and seaborn for data visualizations Use plotly for interactive visualizations Machine Learning with SciKit Learn, including: Linear Regression K Nearest Neighbors K Means Clustering Decision Trees Random Forests Natural Language Processing Neural Nets and Deep Learning Support Vector Machines and much, much more! Enroll in the course and become a data scientist today! Who this course is for: This course is meant for people with at least some programming experience

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1. Course Introduction/1. Introduction to the Course.mp4 29.0 MB
1. Course Introduction/1. Introduction to the Course.srt 5.9 KB
1. Course Introduction/2. Course Help and Welcome.mp4 8.3 MB
1. Course Introduction/2. Course Help and Welcome.srt 1.1 KB
1. Course Introduction/3. Course FAQs.html 5.3 KB
1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip.zip 52.5 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.mp4 31.4 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.srt 20.8 KB
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.mp4 5.2 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.srt 2.3 KB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.mp4 28.6 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.srt 13.3 KB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.mp4 12.5 MB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.srt 5.5 KB
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.mp4 51.2 MB
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.srt 27.7 KB
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.mp4 1.9 MB
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.srt 1.4 KB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.mp4 46.2 MB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.srt 26.3 KB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.mp4 19.2 MB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.srt 8.9 KB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.mp4 11.2 MB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.srt 5.7 KB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.mp4 27.6 MB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.srt 13.9 KB
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.mp4 4.0 MB
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.srt 614 bytes
13. Data Capstone Project/2. 911 Calls Project Overview.mp4 8.6 MB
13. Data Capstone Project/2. 911 Calls Project Overview.srt 3.6 KB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.mp4 39.8 MB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.srt 20.9 KB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4 49.8 MB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.srt 37.6 MB
13. Data Capstone Project/5. Bank Data.html 363 bytes
13. Data Capstone Project/5.1 Download all_banks pickle file from this link.html 117 bytes
13. Data Capstone Project/6. Finance Data Project Overview.mp4 12.2 MB
13. Data Capstone Project/6. Finance Data Project Overview.srt 5.4 KB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4 47.3 MB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.srt 24.3 KB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.mp4 45.7 MB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.srt 25.2 KB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.mp4 16.6 MB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.srt 8.9 KB
14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.mp4 7.2 MB
14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.srt 991 bytes
14. Introduction to Machine Learning/2. Link for ISLR.html 560 bytes
14. Introduction to Machine Learning/2.1 ISLR 6th Edition PDF (Machine Learning Textbook).html 123 bytes
14. Introduction to Machine Learning/2.2 Python DS Presentations.zip.zip 2.8 MB
14. Introduction to Machine Learning/3. Supervised Learning Overview.mp4 40.0 MB
14. Introduction to Machine Learning/3. Supervised Learning Overview.srt 13.4 KB
14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.mp4 82.7 MB
14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.srt 27.0 KB
14. Introduction to Machine Learning/5. Evaluating Performance - Regression Error Metrics.mp4 23.7 MB
14. Introduction to Machine Learning/5. Evaluating Performance - Regression Error Metrics.srt 9.2 KB
14. Introduction to Machine Learning/6. Machine Learning with Python.mp4 16.8 MB
14. Introduction to Machine Learning/6. Machine Learning with Python.srt 14.2 KB
15. Linear Regression/1. Linear Regression Theory.mp4 8.6 MB
15. Linear Regression/1. Linear Regression Theory.srt 6.7 KB
15. Linear Regression/2. model_selection Updates for SciKit Learn 0.18.html 845 bytes
15. Linear Regression/3. Linear Regression with Python - Part 1.mp4 43.3 MB
15. Linear Regression/3. Linear Regression with Python - Part 1.srt 26.1 KB
15. Linear Regression/4. Linear Regression with Python - Part 2.mp4 16.1 MB
15. Linear Regression/4. Linear Regression with Python - Part 2.srt 10.1 KB
15. Linear Regression/5. Linear Regression Project Overview.mp4 10.8 MB
15. Linear Regression/5. Linear Regression Project Overview.srt 4.0 KB
15. Linear Regression/6. Linear Regression Project Solution.mp4 45.4 MB
15. Linear Regression/6. Linear Regression Project Solution.srt 26.1 KB
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp4 18.9 MB
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.srt 9.7 KB
17. Logistic Regression/1. Logistic Regression Theory.mp4 21.0 MB
17. Logistic Regression/1. Logistic Regression Theory.srt 17.3 KB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.mp4 41.4 MB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.srt 26.2 KB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.mp4 34.2 MB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.srt 23.8 KB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.mp4 16.9 MB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.srt 11.8 KB
17. Logistic Regression/5. Logistic Regression Project Overview.mp4 5.3 MB
17. Logistic Regression/5. Logistic Regression Project Overview.srt 2.6 KB
17. Logistic Regression/6. Logistic Regression Project Solutions.mp4 30.2 MB
17. Logistic Regression/6. Logistic Regression Project Solutions.srt 14.7 KB
18. K Nearest Neighbors/1. KNN Theory.mp4 9.9 MB
18. K Nearest Neighbors/1. KNN Theory.srt 8.0 KB
18. K Nearest Neighbors/2. KNN with Python.mp4 46.0 MB
18. K Nearest Neighbors/2. KNN with Python.srt 26.7 KB
18. K Nearest Neighbors/3. KNN Project Overview.mp4 5.0 MB
18. K Nearest Neighbors/3. KNN Project Overview.srt 2.2 KB
18. K Nearest Neighbors/4. KNN Project Solutions.mp4 52.7 MB
18. K Nearest Neighbors/4. KNN Project Solutions.srt 19.2 KB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.mp4 12.1 MB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.srt 9.9 KB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.mp4 40.1 MB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.srt 20.1 KB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.mp4 12.0 MB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.srt 5.0 KB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.mp4 30.9 MB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.srt 17.1 KB
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.mp4 26.6 MB
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.srt 12.1 KB
2. Environment Set-Up/1. Python Environment Setup.mp4 76.3 MB
2. Environment Set-Up/1. Python Environment Setup.srt 20.0 KB
2. Environment Set-Up/1.1 Py-DS-ML-Bootcamp-master.zip.zip 52.5 MB
20. Support Vector Machines/1. SVM Theory.mp4 8.7 MB
20. Support Vector Machines/1. SVM Theory.srt 6.6 KB
20. Support Vector Machines/2. Support Vector Machines with Python.mp4 47.4 MB
20. Support Vector Machines/2. Support Vector Machines with Python.srt 24.8 KB
20. Support Vector Machines/3. SVM Project Overview.mp4 8.6 MB
20. Support Vector Machines/3. SVM Project Overview.srt 3.8 KB
20. Support Vector Machines/4. SVM Project Solutions.mp4 28.1 MB
20. Support Vector Machines/4. SVM Project Solutions.srt 13.2 KB
21. K Means Clustering/1. K Means Algorithm Theory.mp4 9.6 MB
21. K Means Clustering/1. K Means Algorithm Theory.srt 7.5 KB
21. K Means Clustering/2. K Means with Python.mp4 29.9 MB
21. K Means Clustering/2. K Means with Python.srt 17.4 KB
21. K Means Clustering/3. K Means Project Overview.mp4 9.2 MB
21. K Means Clustering/3. K Means Project Overview.srt 4.8 KB
21. K Means Clustering/4. K Means Project Solutions.mp4 47.1 MB
21. K Means Clustering/4. K Means Project Solutions.srt 22.7 KB
22. Principal Component Analysis/1. Principal Component Analysis.mp4 6.2 MB
22. Principal Component Analysis/1. Principal Component Analysis.srt 4.9 KB
22. Principal Component Analysis/2. PCA with Python.mp4 43.2 MB
22. Principal Component Analysis/2. PCA with Python.srt 23.5 KB
23. Recommender Systems/1. Recommender Systems.mp4 7.9 MB
23. Recommender Systems/1. Recommender Systems.srt 6.7 KB
23. Recommender Systems/2. Recommender Systems with Python - Part 1.mp4 35.5 MB
23. Recommender Systems/2. Recommender Systems with Python - Part 1.srt 19.4 KB
23. Recommender Systems/3. Recommender Systems with Python - Part 2.mp4 34.4 MB
23. Recommender Systems/3. Recommender Systems with Python - Part 2.srt 17.1 KB
24. Natural Language Processing/1. Natural Language Processing Theory.mp4 8.9 MB
24. Natural Language Processing/1. Natural Language Processing Theory.srt 7.0 KB
24. Natural Language Processing/2. NLP with Python - Part 1.mp4 40.2 MB
24. Natural Language Processing/2. NLP with Python - Part 1.srt 22.1 KB
24. Natural Language Processing/3. NLP with Python - Part 2.mp4 41.9 MB
24. Natural Language Processing/3. NLP with Python - Part 2.srt 25.3 KB
24. Natural Language Processing/4. NLP with Python - Part 3.mp4 37.7 MB
24. Natural Language Processing/4. NLP with Python - Part 3.srt 23.9 KB
24. Natural Language Processing/5. NLP Project Overview.mp4 6.7 MB
24. Natural Language Processing/5. NLP Project Overview.srt 3.6 KB
24. Natural Language Processing/6. NLP Project Solutions.mp4 48.1 MB
24. Natural Language Processing/6. NLP Project Solutions.srt 27.0 KB
25. Neural Nets and Deep Learning/1. Download TensorFlow Notebooks Here.html 315 bytes
25. Neural Nets and Deep Learning/1.1 TensorFlow_FILES.zip.zip 33.0 MB
25. Neural Nets and Deep Learning/10. Backpropagation.mp4 57.9 MB
25. Neural Nets and Deep Learning/10. Backpropagation.srt 21.4 KB
25. Neural Nets and Deep Learning/11. TensorFlow vs Keras.mp4 10.4 MB
25. Neural Nets and Deep Learning/11. TensorFlow vs Keras.srt 3.3 KB
25. Neural Nets and Deep Learning/12. TF Syntax Basics - Part One - Preparing the Data.mp4 50.3 MB
25. Neural Nets and Deep Learning/12. TF Syntax Basics - Part One - Preparing the Data.srt 16.3 KB
25. Neural Nets and Deep Learning/13. TF Syntax Basics - Part Two - Creating and Training the Model.mp4 84.3 MB
25. Neural Nets and Deep Learning/13. TF Syntax Basics - Part Two - Creating and Training the Model.srt 21.5 KB
25. Neural Nets and Deep Learning/14. TF Syntax Basics - Part Three - Model Evaluation.mp4 64.8 MB
25. Neural Nets and Deep Learning/14. TF Syntax Basics - Part Three - Model Evaluation.srt 18.5 KB
25. Neural Nets and Deep Learning/15. TF Regression Code Along - Exploratory Data Analysis.mp4 137.0 MB
25. Neural Nets and Deep Learning/15. TF Regression Code Along - Exploratory Data Analysis.srt 27.2 KB
25. Neural Nets and Deep Learning/16. TF Regression Code Along - Exploratory Data Analysis - Continued.mp4 76.2 MB
25. Neural Nets and Deep Learning/16. TF Regression Code Along - Exploratory Data Analysis - Continued.srt 19.6 KB
25. Neural Nets and Deep Learning/17. TF Regression Code Along - Data Preprocessing and Creating a Model.mp4 47.0 MB
25. Neural Nets and Deep Learning/17. TF Regression Code Along - Data Preprocessing and Creating a Model.srt 13.1 KB
25. Neural Nets and Deep Learning/18. TF Regression Code Along - Model Evaluation and Predictions.mp4 68.9 MB
25. Neural Nets and Deep Learning/18. TF Regression Code Along - Model Evaluation and Predictions.srt 17.3 KB
25. Neural Nets and Deep Learning/19. TF Classification Code Along - EDA and Preprocessing.mp4 56.2 MB
25. Neural Nets and Deep Learning/19. TF Classification Code Along - EDA and Preprocessing.srt 11.7 KB
25. Neural Nets and Deep Learning/2. Welcome to the Deep Learning Section!.mp4 4.9 MB
25. Neural Nets and Deep Learning/2. Welcome to the Deep Learning Section!.srt 709 bytes
25. Neural Nets and Deep Learning/20. TF Classification - Dealing with Overfitting and Evaluation.mp4 111.3 MB
25. Neural Nets and Deep Learning/20. TF Classification - Dealing with Overfitting and Evaluation.srt 26.4 KB
25. Neural Nets and Deep Learning/21. TensorFlow 2.0 Project Options Overview.mp4 7.9 MB
25. Neural Nets and Deep Learning/21. TensorFlow 2.0 Project Options Overview.srt 2.7 KB
25. Neural Nets and Deep Learning/22. TensorFlow 2.0 Project Notebook Overview.mp4 80.5 MB
25. Neural Nets and Deep Learning/22. TensorFlow 2.0 Project Notebook Overview.srt 13.5 KB
25. Neural Nets and Deep Learning/23. Keras Project Solutions - Dealing with Missing Data.mp4 143.6 MB
25. Neural Nets and Deep Learning/23. Keras Project Solutions - Dealing with Missing Data.srt 30.2 KB
25. Neural Nets and Deep Learning/24. Keras Project Solutions - Dealing with Missing Data - Part Two.mp4 96.8 MB
25. Neural Nets and Deep Learning/24. Keras Project Solutions - Dealing with Missing Data - Part Two.srt 21.8 KB
25. Neural Nets and Deep Learning/25. Keras Project Solutions - Categorical Data.mp4 85.4 MB
25. Neural Nets and Deep Learning/25. Keras Project Solutions - Categorical Data.srt 18.3 KB
25. Neural Nets and Deep Learning/26. Keras Project Solutions - Data PreProcessing.mp4 125.0 MB
25. Neural Nets and Deep Learning/26. Keras Project Solutions - Data PreProcessing.srt 26.8 KB
25. Neural Nets and Deep Learning/27. Keras Project Solutions - Data PreProcessing.mp4 24.0 MB
25. Neural Nets and Deep Learning/27. Keras Project Solutions - Data PreProcessing.srt 5.4 KB
25. Neural Nets and Deep Learning/28. Keras Project Solutions - Creating and Training a Model.mp4 29.7 MB
25. Neural Nets and Deep Learning/28. Keras Project Solutions - Creating and Training a Model.srt 6.4 KB
25. Neural Nets and Deep Learning/29. Keras Project Solutions - Model Evaluation.mp4 63.1 MB
25. Neural Nets and Deep Learning/29. Keras Project Solutions - Model Evaluation.srt 14.8 KB
25. Neural Nets and Deep Learning/3. Introduction to Artificial Neural Networks (ANN).mp4 9.7 MB
25. Neural Nets and Deep Learning/3. Introduction to Artificial Neural Networks (ANN).srt 3.5 KB
25. Neural Nets and Deep Learning/30. Tensorboard.mp4 144.2 MB
25. Neural Nets and Deep Learning/30. Tensorboard.srt 30.8 KB
25. Neural Nets and Deep Learning/4. Installing Tensorflow.html 408 bytes
25. Neural Nets and Deep Learning/5. Perceptron Model.mp4 48.0 MB
25. Neural Nets and Deep Learning/5. Perceptron Model.srt 15.4 KB
25. Neural Nets and Deep Learning/6. Neural Networks.mp4 35.9 MB
25. Neural Nets and Deep Learning/6. Neural Networks.srt 11.5 KB
25. Neural Nets and Deep Learning/7. Activation Functions.mp4 62.6 MB
25. Neural Nets and Deep Learning/7. Activation Functions.srt 17.0 KB
25. Neural Nets and Deep Learning/8. Multi-Class Classification Considerations.mp4 46.1 MB
25. Neural Nets and Deep Learning/8. Multi-Class Classification Considerations.srt 17.1 KB
25. Neural Nets and Deep Learning/9. Cost Functions and Gradient Descent.mp4 76.0 MB
25. Neural Nets and Deep Learning/9. Cost Functions and Gradient Descent.srt 28.5 KB
26. Big Data and Spark with Python/1. Welcome to the Big Data Section!.mp4 5.2 MB
26. Big Data and Spark with Python/1. Welcome to the Big Data Section!.srt 740 bytes
26. Big Data and Spark with Python/10. Lambda Expressions Review.mp4 9.3 MB
26. Big Data and Spark with Python/10. Lambda Expressions Review.srt 7.9 KB
26. Big Data and Spark with Python/11. Introduction to Spark and Python.mp4 15.7 MB
26. Big Data and Spark with Python/11. Introduction to Spark and Python.srt 12.1 KB
26. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4 55.7 MB
26. Big Data and Spark with Python/12. RDD Transformations and Actions.srt 32.3 KB
26. Big Data and Spark with Python/2. Big Data Overview.mp4 10.0 MB
26. Big Data and Spark with Python/2. Big Data Overview.srt 7.8 KB
26. Big Data and Spark with Python/3. Spark Overview.mp4 15.7 MB
26. Big Data and Spark with Python/3. Spark Overview.srt 13.6 KB
26. Big Data and Spark with Python/4. Local Spark Set-Up.html 1.6 KB
26. Big Data and Spark with Python/5. AWS Account Set-Up.mp4 10.9 MB
26. Big Data and Spark with Python/5. AWS Account Set-Up.srt 6.8 KB
26. Big Data and Spark with Python/5.1 Amazon Guide to Creating an AWS Account.html 146 bytes
26. Big Data and Spark with Python/6. Quick Note on AWS Security.html 392 bytes
26. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4 63.0 MB
26. Big Data and Spark with Python/7. EC2 Instance Set-Up.srt 25.7 KB
26. Big Data and Spark with Python/7.1 Amazon Guide to Using PuTTY for Windows SSH.html 122 bytes
26. Big Data and Spark with Python/8. SSH with Mac or Linux.mp4 9.1 MB
26. Big Data and Spark with Python/8. SSH with Mac or Linux.srt 7.9 KB
26. Big Data and Spark with Python/8.1 Amazon Guide to SSH with Mac.html 140 bytes
26. Big Data and Spark with Python/9. PySpark Setup.mp4 60.4 MB
26. Big Data and Spark with Python/9. PySpark Setup.srt 36.4 KB
26. Big Data and Spark with Python/9.1 Step by Step Guide for PySpark Set-up.html 158 bytes
27. BONUS SECTION THANK YOU!/1. Bonus Lecture.html 532 bytes
3. Jupyter Overview/1. Updates to Notebook Zip.html 197 bytes
3. Jupyter Overview/2. Jupyter Notebooks.mp4 32.0 MB
3. Jupyter Overview/2. Jupyter Notebooks.srt 22.7 KB
3. Jupyter Overview/2.1 Py-DS-ML-Bootcamp-master.zip.zip 52.5 MB
3. Jupyter Overview/3. Optional Virtual Environments.mp4 19.0 MB
3. Jupyter Overview/3. Optional Virtual Environments.srt 15.4 KB
3. Jupyter Overview/3.1 Updated Link to Manage Environments with Conda.html 144 bytes
4. Python Crash Course/1. Welcome to the Python Crash Course Section!.mp4 4.0 MB
4. Python Crash Course/1. Welcome to the Python Crash Course Section!.srt 553 bytes
4. Python Crash Course/2. Introduction to Python Crash Course.mp4 2.7 MB
4. Python Crash Course/2. Introduction to Python Crash Course.srt 2.3 KB
4. Python Crash Course/3. Python Crash Course - Part 1.mp4 35.8 MB
4. Python Crash Course/3. Python Crash Course - Part 1.srt 27.3 KB
4. Python Crash Course/4. Python Crash Course - Part 2.mp4 28.9 MB
4. Python Crash Course/4. Python Crash Course - Part 2.srt 22.5 KB
4. Python Crash Course/5. Python Crash Course - Part 3.mp4 31.8 MB
4. Python Crash Course/5. Python Crash Course - Part 3.srt 23.2 KB
4. Python Crash Course/6. Python Crash Course - Part 4.mp4 29.3 MB
4. Python Crash Course/6. Python Crash Course - Part 4.srt 21.3 KB
4. Python Crash Course/7. Python Crash Course Exercises - Overview.mp4 9.4 MB
4. Python Crash Course/7. Python Crash Course Exercises - Overview.srt 5.9 KB
4. Python Crash Course/8. Python Crash Course Exercises - Solutions.mp4 27.2 MB
4. Python Crash Course/8. Python Crash Course Exercises - Solutions.srt 16.4 KB
5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.mp4 2.5 MB
5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.srt 348 bytes
5. Python for Data Analysis - NumPy/2. Introduction to Numpy.mp4 4.2 MB
5. Python for Data Analysis - NumPy/2. Introduction to Numpy.srt 3.3 KB
5. Python for Data Analysis - NumPy/3. Numpy Arrays.mp4 33.4 MB
5. Python for Data Analysis - NumPy/3. Numpy Arrays.srt 22.9 MB
5. Python for Data Analysis - NumPy/4. Quick Note on Array Indexing.html 1.0 KB
5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.mp4 37.3 MB
5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.srt 25.1 KB
5. Python for Data Analysis - NumPy/6. Numpy Operations.mp4 25.5 MB
5. Python for Data Analysis - NumPy/6. Numpy Operations.srt 10.9 KB
5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.mp4 9.8 MB
5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.srt 4.8 KB
5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.mp4 38.3 MB
5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.srt 23.8 KB
6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.mp4 3.3 MB
6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.srt 469 bytes
6. Python for Data Analysis - Pandas/10. Operations.mp4 24.1 MB
6. Python for Data Analysis - Pandas/10. Operations.srt 17.8 KB
6. Python for Data Analysis - Pandas/11. Data Input and Output.mp4 36.6 MB
6. Python for Data Analysis - Pandas/11. Data Input and Output.srt 21.0 KB
6. Python for Data Analysis - Pandas/2. Introduction to Pandas.mp4 3.2 MB
6. Python for Data Analysis - Pandas/2. Introduction to Pandas.srt 2.6 KB
6. Python for Data Analysis - Pandas/3. Series.mp4 20.3 MB
6. Python for Data Analysis - Pandas/3. Series.srt 19.3 MB
6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.mp4 39.8 MB
6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.srt 21.3 KB
6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.mp4 42.0 MB
6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.srt 25.0 KB
6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.mp4 20.8 MB
6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.srt 12.5 KB
6. Python for Data Analysis - Pandas/7. Missing Data.mp4 12.1 MB
6. Python for Data Analysis - Pandas/7. Missing Data.srt 8.7 KB
6. Python for Data Analysis - Pandas/8. Groupby.mp4 14.8 MB
6. Python for Data Analysis - Pandas/8. Groupby.srt 10.0 KB
6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.mp4 26.2 MB
6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.srt 13.6 KB
7. Python for Data Analysis - Pandas Exercises/1. Note on SF Salary Exercise.html 559 bytes
7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.mp4 6.8 MB
7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.srt 3.4 KB
7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.mp4 42.7 MB
7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.srt 20.7 KB
7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.mp4 7.4 MB
7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.srt 3.8 KB
7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.mp4 43.1 MB
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8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.mp4 5.2 MB
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