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Linkedin Learning Machine Learning With Python-Decision Trees

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File Name
Size
4. Working with Regression Trees/1. How to build a regression tree in Python.mp4
23 MB
1. Introduction/1. Making decisions with Python.srt
1.3 kB
1. Introduction/2. What you should know.mp4
2.9 MB
1. Introduction/2. What you should know.srt
1.8 kB
1. Introduction/3. The tools you need.mp4
3.3 MB
1. Introduction/3. The tools you need.srt
1.8 kB
1. Introduction/4. Using the exercise files.mp4
5.2 MB
1. Introduction/4. Using the exercise files.srt
2.5 kB
2. Decision Trees/1. What is a decision tree.mp4
12 MB
2. Decision Trees/1. What is a decision tree.srt
6.5 kB
2. Decision Trees/2. How is a classification tree built.mp4
15 MB
2. Decision Trees/2. How is a classification tree built.srt
9.0 kB
2. Decision Trees/3. How do classification trees measure impurity.mp4
15 MB
2. Decision Trees/3. How do classification trees measure impurity.srt
8.1 kB
2. Decision Trees/4. How is a regression tree built.mp4
14 MB
2. Decision Trees/4. How is a regression tree built.srt
7.6 kB
2. Decision Trees/5. How to prune a decision tree.mp4
20 MB
2. Decision Trees/5. How to prune a decision tree.srt
9.7 kB
2. Decision Trees/6. Why and when to use a decision tree.mp4
10 MB
2. Decision Trees/6. Why and when to use a decision tree.srt
4.3 kB
3. Working with Classification Trees/1. How to build a classification tree in Python.mp4
18 MB
3. Working with Classification Trees/1. How to build a classification tree in Python.srt
8.1 kB
3. Working with Classification Trees/2. How to visualize a classification tree in Python.mp4
13 MB
3. Working with Classification Trees/2. How to visualize a classification tree in Python.srt
6.1 kB
3. Working with Classification Trees/3. How to prune a classification tree in Python.mp4
14 MB
3. Working with Classification Trees/3. How to prune a classification tree in Python.srt
6.7 kB
1. Introduction/1. Making decisions with Python.mp4
3.2 MB
4. Working with Regression Trees/1. How to build a regression tree in Python.srt
10 kB
4. Working with Regression Trees/2. How to visualize a regression tree in Python.mp4
13 MB
4. Working with Regression Trees/2. How to visualize a regression tree in Python.srt
7.5 kB
4. Working with Regression Trees/3. How to prune a regression tree in Python.mp4
18 MB
4. Working with Regression Trees/3. How to prune a regression tree in Python.srt
7.7 kB
5. Conclusion/1. Next steps with decision trees.mp4
4.3 MB
5. Conclusion/1. Next steps with decision trees.srt
2.6 kB
Exercise Files/02/02b.ipynb
7.6 kB
Exercise Files/02/02e.ipynb
8.1 kB
Exercise Files/02/loan.csv
337 B
Exercise Files/03/03b.ipynb
11 kB
Exercise Files/03/03e.ipynb
11 kB
Exercise Files/03/income.csv
575 B