Machine Learning Course Lab

Supervised Learning Algorithm

1. Multiple Linear Regression
2. Naive Bayes
3. Support Vector Machine (SVM)
4. Logistic Regression
   Package Used: scikit-learn

Deep Learning

1. Perceptron
2. Multilayer Perceptron
3. Convolutional Neural Network (CNN) -> MNIST dataset and Cat & Dog dataset (https://www.kaggle.com/c/dogs-vs-cats)
4. Long Short-Term Memory (LSTM) -> IMDB dataset
   Package used: Tensorflow