Optimization and Learning

Optimization and Learning

  • Introduction
  • Linear Models for Regression
  • Linear Models for Classification
  • Linear Programming
  • Neural Networks
  • Convolutional Neural Networks
  • Kernel Methods
  • Sequential Data Models
  • Text Mining
  • Conic Programming
  • Decomposition Methods
  • Advanced Deep-Learning
Optimization and Learning
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