s2t2/lessons

Machine Learning lessons in written in Python

Lessons in Machine Learning

A repository of short demos, recipes, and serries thereof on aspects of machine learning.

Topic	Description
Latent Dirichlet Allocation	A brief preview of using the gensim package to perform LDA on Jane Austin and Charlotte Bronte novels to detect topical differences between the authors.
Model Evaluation	A serries on how to evaluate machine learning models. Explores the bias-variance trade-off, evaluating classifiers, regression, and bootstrapping error terms.
Object Oriented Programming	Intro to oop in python!
Whisky Reviews	Exploration of Whiskey review data from the WhiskyAdvocate