Intro Machine Learning Workshop.

The workshop will include the following topics: Introduction to Machine Learning Terminology Overview of Machine Learning Methods Supervised and unsupervised learning Model training and testing Model evaluation / performance metrics Kernel-based Methods Kernels and transformations Regularization and feature selection Kernel regression Support Vector Machines Tree-based Learning Classic decision trees Regression Trees Ensemble learning Random forests Neural Networks (including overview of deep learning)