Gradient Descent, Step-by-Step

Gradient Descent, Step-by-Step

StatQuest with Josh Starmer via YouTube Direct link

Main ideas behind Gradient Descent

2 of 10

2 of 10

Main ideas behind Gradient Descent

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Gradient Descent, Step-by-Step

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  1. 1 Awesome song and introduction
  2. 2 Main ideas behind Gradient Descent
  3. 3 Gradient Descent optimization of a single variable, part 1
  4. 4 An important note about why we use Gradient Descent
  5. 5 Gradient Descent optimization of a single variable, part 2
  6. 6 Review of concepts covered so far
  7. 7 Gradient Descent optimization of two or more variables
  8. 8 A note about Loss Functions
  9. 9 Gradient Descent algorithm
  10. 10 Stochastic Gradient Descent

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