Python for Data Science and Machine Learning Bootcamp/19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.srt |
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Python for Data Science and Machine Learning Bootcamp/4. Python Crash Course/1. Welcome to the Python Crash Course Section!.mp4 |
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Python for Data Science and Machine Learning Bootcamp/5. Python for Data Analysis - NumPy/2. Introduction to Numpy.mp4 |
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Python for Data Science and Machine Learning Bootcamp/6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.mp4 |
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Python for Data Science and Machine Learning Bootcamp/7. Python for Data Analysis - Pandas Exercises/1. Note on SF Salary Exercise.html |
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Python for Data Science and Machine Learning Bootcamp/7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.mp4 |
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Python for Data Science and Machine Learning Bootcamp/8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.mp4 |
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Python for Data Science and Machine Learning Bootcamp/9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.mp4 |
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Python for Data Science and Machine Learning Bootcamp/9. Python for Data Visualization - Seaborn/2. Distribution Plots.mp4 |
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Python for Data Science and Machine Learning Bootcamp/10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.mp4 |
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Python for Data Science and Machine Learning Bootcamp/11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.mp4 |
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Python for Data Science and Machine Learning Bootcamp/13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.mp4 |
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Python for Data Science and Machine Learning Bootcamp/14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.mp4 |
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Python for Data Science and Machine Learning Bootcamp/15. Linear Regression/1. Linear Regression Theory.mp4 |
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Python for Data Science and Machine Learning Bootcamp/15. Linear Regression/3. Linear Regression with Python - Part 1.mp4 |
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Python for Data Science and Machine Learning Bootcamp/16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp4 |
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Python for Data Science and Machine Learning Bootcamp/18. K Nearest Neighbors/1. KNN Theory.mp4 |
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Python for Data Science and Machine Learning Bootcamp/19. Decision Trees and Random Forests/1. Introduction to Tree Methods.mp4 |
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Python for Data Science and Machine Learning Bootcamp/21. K Means Clustering/1. K Means Algorithm Theory.mp4 |
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Python for Data Science and Machine Learning Bootcamp/21. K Means Clustering/1. K Means Algorithm Theory.srt |
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Python for Data Science and Machine Learning Bootcamp/21. K Means Clustering/2. K Means with Python.mp4 |
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Python for Data Science and Machine Learning Bootcamp/21. K Means Clustering/3. K Means Project Overview.mp4 |
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Python for Data Science and Machine Learning Bootcamp/21. K Means Clustering/4. K Means Project Solutions.mp4 |
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Python for Data Science and Machine Learning Bootcamp/22. Principal Component Analysis/1. Principal Component Analysis.mp4 |
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Python for Data Science and Machine Learning Bootcamp/22. Principal Component Analysis/1. Principal Component Analysis.srt |
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Python for Data Science and Machine Learning Bootcamp/22. Principal Component Analysis/2. PCA with Python.mp4 |
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Python for Data Science and Machine Learning Bootcamp/22. Principal Component Analysis/2. PCA with Python.srt |
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Python for Data Science and Machine Learning Bootcamp/23. Recommender Systems/1. Recommender Systems.mp4 |
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Python for Data Science and Machine Learning Bootcamp/23. Recommender Systems/2. Recommender Systems with Python - Part 1.mp4 |
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Python for Data Science and Machine Learning Bootcamp/23. Recommender Systems/3. Recommender Systems with Python - Part 2.mp4 |
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Python for Data Science and Machine Learning Bootcamp/24. Natural Language Processing/1. Natural Language Processing Theory.mp4 |
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Python for Data Science and Machine Learning Bootcamp/24. Natural Language Processing/1. Natural Language Processing Theory.srt |
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Python for Data Science and Machine Learning Bootcamp/24. Natural Language Processing/2. NLP with Python - Part 1.mp4 |
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Python for Data Science and Machine Learning Bootcamp/24. Natural Language Processing/2. NLP with Python - Part 1.srt |
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Python for Data Science and Machine Learning Bootcamp/24. Natural Language Processing/3. NLP with Python - Part 2.mp4 |
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Python for Data Science and Machine Learning Bootcamp/24. Natural Language Processing/3. NLP with Python - Part 2.srt |
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Python for Data Science and Machine Learning Bootcamp/24. Natural Language Processing/4. NLP with Python - Part 3.mp4 |
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Python for Data Science and Machine Learning Bootcamp/24. Natural Language Processing/5. NLP Project Overview.mp4 |
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Python for Data Science and Machine Learning Bootcamp/24. Natural Language Processing/6. NLP Project Solutions.mp4 |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/1. Welcome to the Big Data Section!.mp4 |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/1. Welcome to the Big Data Section!.srt |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/2. Big Data Overview.mp4 |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/3. Spark Overview.mp4 |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/3. Spark Overview.srt |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/4. Local Spark Set-Up.html |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/5. AWS Account Set-Up.mp4 |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/5.1 Amazon Guide to Creating an AWS Account.html |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/6. Quick Note on AWS Security.html |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4 |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/7.1 Amazon Guide to Using PuTTY for Windows SSH.html |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/8. SSH with Mac or Linux.mp4 |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/8. SSH with Mac or Linux.srt |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/8.1 Amazon Guide to SSH with Mac.html |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/9. PySpark Setup.mp4 |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/9.1 Step by Step Guide for PySpark Set-up.html |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/10. Lambda Expressions Review.mp4 |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/11. Introduction to Spark and Python.mp4 |
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Python for Data Science and Machine Learning Bootcamp/25. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4 |
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Python for Data Science and Machine Learning Bootcamp/26. Neural Nets and Deep Learning/1. Welcome to the Deep Learning Section!.mp4 |
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Python for Data Science and Machine Learning Bootcamp/26. Neural Nets and Deep Learning/1. Welcome to the Deep Learning Section!.srt |
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Python for Data Science and Machine Learning Bootcamp/26. Neural Nets and Deep Learning/2. Neural Network Theory.mp4 |
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Python for Data Science and Machine Learning Bootcamp/26. Neural Nets and Deep Learning/3. What is TensorFlow.mp4 |
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Python for Data Science and Machine Learning Bootcamp/26. Neural Nets and Deep Learning/6. MNIST - Part One.mp4 |
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Python for Data Science and Machine Learning Bootcamp/26. Neural Nets and Deep Learning/7. MNIST - Part Two.mp4 |
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Python for Data Science and Machine Learning Bootcamp/26. Neural Nets and Deep Learning/8. Tensorflow Estimators.mp4 |
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Python for Data Science and Machine Learning Bootcamp/26. Neural Nets and Deep Learning/9. Deep Learning Project.mp4 |
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Python for Data Science and Machine Learning Bootcamp/26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.mp4 |
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Python for Data Science and Machine Learning Bootcamp/27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.mp4 |
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Python for Data Science and Machine Learning Bootcamp/27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/2. MNIST with Multi-Layer Perceptron - Part 1.mp4 |
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Python for Data Science and Machine Learning Bootcamp/27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/5. TensorFlow with ContribLearn.mp4 |
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Python for Data Science and Machine Learning Bootcamp/27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/6. Tensorflow Project Exercise Overview.mp4 |
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Python for Data Science and Machine Learning Bootcamp/27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/7. Tensorflow Project Exercise - Solutions.mp4 |
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Python for Data Science and Machine Learning Bootcamp/28. BONUS SECTION THANK YOU!/1. Bonus Lecture.html |
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