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CAU-MachineLearning

Spring 2020, School of Computer Science and Engineering, College of Software, Chung-Ang University

Assignment List

  1. Preparation
  2. Linear Regression
  3. Visualization of Gradient Descent algorithm based on Linear Regression problem
  4. Linear regression with multiple variables
  5. Logistic regression for a binary classification
  6. Logistic regression for a binary classification with a non-linear classification boundary
  7. Logistic regression for a binary classification with a regularization
  8. Forward Propagation in the Neural Networks
  9. Multi-label classification using neural networks
  10. Multi-label classification using neural networks with a regularization
  11. Text classification using neural networks