- 00 Normalization test
- 01 regression. Including two test.
- 02 logistic regression.
- 03 deep learning using keras.
- 04 Train and test data split.
- 05 Gradient Descent.
- 06 PCA. Including eight test.
- 07 Polynomial and Regularization.
- 08 KNN.
- 09 Estimate binary classifier and multi-classifier
- 10 SVM
- 11 Decision tree
- 12 Ensemble learning