My solutions for Stanford Machine Learning Class
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ex1_linear_regression
ex2_logistic_regression
ex3_multi-class_classification_and_neural_networks
ex4_neural_networks
README.md

README.md

My solutions for Stanford University Machine Learning Class

You can view this class at https://class.coursera.org/ml/class/index

Ex1: Linear Regression

  • linear regression with multiple variables
  • gradient descent with multiple variables
  • normal equations
  • debugging
  • visualization

Ex2: Logistic Regression

  • logistic regression
  • regularization

Ex3: Neural Networks Representation

  • multi-class classification
  • neural networks

Ex4: Neural Networks Learning

  • neural networks
  • feedforward
  • backpropagation algorithm