| 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/1. Welcome to the NumPy Section!.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/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/12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.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/13. Data Capstone Project/5. Bank Data.html |
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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/14. Introduction to Machine Learning/2.2 ISLR 6th Edition PDF (Machine Learning Textbook).html |
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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/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/5. Decision Trees and Random Forest Solutions Part 2.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/22. Principal Component Analysis/1. Principal Component Analysis.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/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/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/9. PySpark Setup.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/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/28. BONUS SECTION THANK YOU!/1. Bonus Lecture.html |
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