Deep-Learning-Course

Lab 2: EDA & PCA

Lab 3: Decision Tree & Random Forest

Lab 4-1: Perceptron & Adaline

Lab 4-2: Regression

Lab 5: Regularization

Lab 6: Logistic Regression Metrics

Lab 7: SVM Pipeline

Lab 8: Cross Validation & Ensembling

Lab 11: Word2Vec

Lab 12-1: CNN

Lab 12-2: Visualization & Style Transfer

Lab 13-1: Seq2Seq Learning & Neural Machine Translation

Lab 13-2: Image Caption

Lab 14-1: Auto Encoder

Lab 14-2: GANs

Lab 16: Q-Learning

Lab 17: Deep Q-Learning