Completed
Disadvantages of Stochastic Gradient Descent
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Stochastic Gradient Descent
Automatically move to the next video in the Classroom when playback concludes
- 1 Agenda for the session
- 2 Objective of Gradient Descent
- 3 Gradient Descent - The Algorithm
- 4 Types of Gradient Descent
- 5 Stochastic Gradient Descent
- 6 Is Stochastic Gradient Descent Same as Gradient Descent?
- 7 Why Stochastic Gradient Descent is needed?
- 8 How does Stochastic Gradient Descent algorithm work?
- 9 Advantages of Gradient Descent
- 10 Disadvantages of Stochastic Gradient Descent
- 11 Mini batches in Gradient Descent
- 12 Momentum in Gradient Descent
- 13 Why does Stochastic Gradient Descent converge?
- 14 Summarizing the session
