The Most Important Algorithm in Machine Learning - Backpropagation Explained

The Most Important Algorithm in Machine Learning - Backpropagation Explained

Artem Kirsanov via YouTube Direct link

Shortform

11 of 12

11 of 12

Shortform

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

The Most Important Algorithm in Machine Learning - Backpropagation Explained

Automatically move to the next video in the Classroom when playback concludes

  1. 1 Introduction
  2. 2 Historical background
  3. 3 Curve Fitting problem
  4. 4 Random vs guided adjustments
  5. 5 Derivatives
  6. 6 Gradient Descent
  7. 7 Higher dimensions
  8. 8 Chain Rule Intuition
  9. 9 Computational Graph and Autodiff
  10. 10 Summary
  11. 11 Shortform
  12. 12 Outro

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.