Scikit-Learn Course - Machine Learning in Python Tutorial

Scikit-Learn Course - Machine Learning in Python Tutorial

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Introduction

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1 of 21

Introduction

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Classroom Contents

Scikit-Learn Course - Machine Learning in Python Tutorial

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  1. 1 Introduction
  2. 2 Installing SKlearn
  3. 3 Plot a Graph
  4. 4 Features and Labels_1
  5. 5 Save and Open a Model
  6. 6 Classification
  7. 7 Train Test Split
  8. 8 What is KNN
  9. 9 KNN Example
  10. 10 SVM Explained
  11. 11 SVM Example
  12. 12 Linear regression
  13. 13 Logistic vs linear regression
  14. 14 Kmeans and the math beind it
  15. 15 KMeans Example
  16. 16 Neural Network
  17. 17 Overfitting and Underfitting
  18. 18 Backpropagation
  19. 19 Cost Function and Gradient Descent
  20. 20 CNN
  21. 21 Handwritten Digits Recognizer

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