Machine-Learning-Examples

Various machine learning projects using public datasets

Topics Covered

Classification using Naive Bayes and Nearest Neighbours
Support Vector Machine (SVM)
Classification using Random Forest
High Dimentional Data - Principal Component Analysis
Clustering
Regression
Generalized Linear Models
Boltzmman Machine Models
Markov Chains and Hidden Markov Models
Neural Networks
Clustering using Expectation Maximization Algorithm - Image processing

Latest updates on repo

Boltzmman Machine Models - Image Processing
Deep Learning using Tensorflow

Upcoming

Time Series Analysis
Sentiment Analysis
Classification using Tree Based Models (XGBoost)
Regression Using Tree Based Models (GBM)