Overview

1. Gradient Descent with Large Datasets
   1. Learning With Large Datasets
   2. Stochastic Gradient Descent
   3. Mini-Batch Gradient Descent
   4. Stochastic Gradient Descent Convergence
2. Advanced Topics
   1. Online Learning
   2. Map Reduce and Data Parallelism
3. Review

Log

• June 8th: 1.1, 1.2

Note

Coursera - Machine Learning, Stanford: Week 10