Notes-ML-AndrewNg/notes/week10.md

• 17 Large Scale Machine Learning
• • 17.1 Learning With Large Datasets
  • 17.2 Stochastic Gradient Descent
  • 17.3 Mini-Batch Gradient Descent
  • 17.4 Stochastic Gradient Descent Convergence
  • 17.5 Online Learning
  • 17.6 Map Reduce and Data Parallelism

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17 Large Scale Machine Learning

17.1 Learning With Large Datasets

17.2 Stochastic Gradient Descent

17.3 Mini-Batch Gradient Descent

17.4 Stochastic Gradient Descent Convergence

17.5 Online Learning

17.6 Map Reduce and Data Parallelism