Machine Learning Labs

A collection of lab files to teach how to perform machine learning with Python for Fundamentals of Machine Learning for Predictive Data Analytics ,
The lab files are processed with Jupyter Notebook, and available at GitHub. Don't forget to give a Star and help spread the word!

Data Preparation

Lab

Information Gain

Lab Data

Model Building

Lab Data

Feature Selection and Ranking

Lab Data

Model Evaluation

Lab Data

Model Validation and Tuning

Lab Data

Pipelines and Model Deployment

Lab Data

Clustering

Lab Data

Neural Networks

Lab Data