Logistic Regression and the Perceptron Algorithm - A Friendly Introduction

Logistic Regression and the Perceptron Algorithm - A Friendly Introduction

Serrano.Academy via YouTube Direct link

Logistic regression algorithm

16 of 17

16 of 17

Logistic regression algorithm

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Logistic Regression and the Perceptron Algorithm - A Friendly Introduction

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  1. 1 Introduction
  2. 2 Series of 3 videos
  3. 3 E-mail spam classifier
  4. 4 Classification goal: split data
  5. 5 How to move a line
  6. 6 Rotating and translating
  7. 7 Perceptron Trick
  8. 8 Correctly and incorrectly classified points
  9. 9 Positive and negative regions
  10. 10 Perceptron Error
  11. 11 Gradient Descent
  12. 12 A friendly introduction to deep learning and neural networks
  13. 13 Activation function sigmoid
  14. 14 Log-Loss Error
  15. 15 Perceptron Algorithm
  16. 16 Logistic regression algorithm
  17. 17 Thank you!

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