Learn NumPy and Linear Regression - Machine Learning Model to Master

Learn NumPy and Linear Regression - Machine Learning Model to Master

Learn Python With Rune via YouTube Direct link

Project Solution Linear Regression

19 of 19

19 of 19

Project Solution Linear Regression

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Classroom Contents

Learn NumPy and Linear Regression - Machine Learning Model to Master

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  1. 1 Introduction
  2. 2 In-depth overview of Linear Regression
  3. 3 What is Machine Learning
  4. 4 How Machine Learning works
  5. 5 High-level process of Machine Learning
  6. 6 Types of Machine Learning paradigms
  7. 7 Introduction to the NumPy library
  8. 8 A NumPy array
  9. 9 The data type of a NumPy array
  10. 10 The shape of a NumPy array
  11. 11 Calculating with NumPy arrays
  12. 12 The SKlearn library for Linear Regression
  13. 13 Example with Linear Regression
  14. 14 Reshaping data for Linear Regression model SKlearn
  15. 15 The Linear Regression example
  16. 16 Visualize the Linear Regression with Matplotlib
  17. 17 Get the alpha and beta from the Linear Regression model
  18. 18 Project Description Linear Regression
  19. 19 Project Solution Linear Regression

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