Regression
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01. Video: Introduction
02. Video: Introduction to Machine Learning
03. Quiz: Machine Learning Big Picture
04. Video: Introduction to Linear Regression
05. Quiz: Linear Regression Language
06. Scatter Plots
07. Quizzes On Scatter Plots
08. Correlation Coefficients
09. Correlation Coefficient Quizzes
10. Video: What Defines A Line?
11. Quiz: What Defines A Line? - Notation Quiz
12. Quiz: What Defines A Line? - Line Basics Quiz
13. Video: Fitting A Regression Line
14. Text: The Regression Closed Form Solution
15. Screencast: Fitting A Regression Line in Python
16. Video: How to Interpret the Results?
17. Video: Does the Line Fit the Data Well?
18. Notebook + Quiz: How to Interpret the Results
19. Notebook + Quiz: Regression - Your Turn - Part I
20. Notebook + Quiz: Your Turn - Part II
21. Video: Recap
22. Text: Recap + Next Steps
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01. Video: Introduction
Regression Introduction
In this lesson, you will:
Identify Regression Applications
Learn How Regression Works
Apply Regression to Problems Using Python
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