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Stanford-Machine Learning

All the exercises from the Machine Learning course by Andrew NG on Coursera.

Content

Week 2

  • Linear Regression Algorithm
    • Cost Function
    • Gradient Descent
    • Normalization

Week 3

  • Sigmoid Function
  • Logistic Regression Algorithm
    • Cost Function
    • Gradient Descent
  • Regularization
    • Cost Function
    • Gradient Descent
  • Prediction