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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/1. Introduction/1. Course Promotion Video.mp4 |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/1. Introduction/3. Thank you for investing in this Course!.mp4 |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/1. Introduction/4. Course Overview.mp4 |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/2. Core Concepts/3. What's Data I can see data everywhere!.mp4 |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Introduction and Anaconda Installation.mp4 |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1.2 Machine Learning in Python and Jupyter for Beginners - Anaconda Install.v4.pdf.pdf |
2.2 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. What will we cover!.mp4 |
96.3 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. What will we cover!.vtt |
8 KB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Introduction and Setup.mp4 |
119.7 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Introduction and Setup.vtt |
10 KB |
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538 B |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Crash course in Python - Beginning concepts.mp4 |
61.6 MB |
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7 KB |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Crash course in Python - Strings, Slices and Lists!.mp4 |
67.4 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Crash course in Python - Strings, Slices and Lists!.vtt |
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52.1 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Crash course in Python - Expressions, Operators, Conditions and Loops.vtt |
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57 MB |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/9. Section 3 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Hands on Running Python.mp4 |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/9. Section 3 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Hands on Running Python.vtt |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Foundations of Machine Learning and Data Science - Definitions and concepts..mp4 |
94.5 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Foundations of Machine Learning and Data Science - Definitions and concepts..vtt |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Foundations of Machine Learning and Data Science - Machine Learning Workflow.mp4 |
75.6 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Foundations of Machine Learning and Data Science - Machine Learning Workflow.vtt |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Foundations of Machine Learning and Data Science - Algorithms, concepts and more.mp4 |
121.3 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Foundations of Machine Learning and Data Science - Algorithms, concepts and more.vtt |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Introducing the essential modules for Machine Learning, and NumPy Basics.mp4 |
94.9 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Introducing the essential modules for Machine Learning, and NumPy Basics.vtt |
8 KB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Pandas and Matplotlib.mp4 |
99 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Pandas and Matplotlib.vtt |
11 KB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Analysis using Pandas, plotting in Matplotlib, intro to SciPy and Scikit-learn.mp4 |
83.7 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Analysis using Pandas, plotting in Matplotlib, intro to SciPy and Scikit-learn.vtt |
6 KB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. A Titanic Example - Getting our start..mp4 |
88.8 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. A Titanic Example - Getting our start..vtt |
11 KB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. A Titanic Example - Understanding the data set..mp4 |
73.4 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. A Titanic Example - Understanding the data set..vtt |
12 KB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/3. A Titanic Example - Understanding the data set in regards to survival.mp4 |
54.7 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/3. A Titanic Example - Understanding the data set in regards to survival.vtt |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/4. A Titanic Example - Preparing the right data and applying a basic algorithm.mp4 |
114.6 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/4. A Titanic Example - Preparing the right data and applying a basic algorithm.vtt |
13 KB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/5. A Titanic Example - Applying regression algorithms..mp4 |
50.2 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/5. A Titanic Example - Applying regression algorithms..vtt |
6 KB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/6. A Titanic Example - Applying Decision Trees (example of overfit and underfit).mp4 |
56.1 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/6. A Titanic Example - Applying Decision Trees (example of overfit and underfit).vtt |
6 KB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/6.1 tree-pruned.pdf.pdf |
26 KB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/6.2 tree-overfit.pdf.pdf |
54 KB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/13. Section 7 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Conclusions - for our Titanic Example, important concepts and where to go next!.mp4 |
101.3 MB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/13. Section 7 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Conclusions - for our Titanic Example, important concepts and where to go next!.vtt |
7 KB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/14. Bonus Content/1. Bonus Article - The startling breakthrough in Machine Learning from 2016..html |
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| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/14. Bonus Content/1.1 The startling breakthrough in Machine Learning from 2016.pdf.pdf.pdf |
447 KB |
| Introduction to Machine Learning for Data Science/Introduction to Machine Learning for Data Science/14. Bonus Content/ReadMe.txt |
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