Machine Learning: an overview 

Introduction to machine learning

Supervised Learning problem

Regression and Classification problems

Model Selection

Quiz

Unsupervised Learning: Clustering

Unsupervised Learning: Dimensionality Reduction

Unsupervised Learning: Association Rules

Quiz

Sequential decision-making problems

Markov decision processes

Reinforcement Learning algorithms

Quiz