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