Reference

Slides

Find the workshops slide below or open it in a new tab:

Where to find more material?

• Learn math, programming, and software development at UBC Research Commons.
• Online MOOC courses
• A short workshop with exercises on Introduction to Python
• Another workshop with exercises on Data Science with Python
• Youtube tutorials
• Find other examples in Scikit-learn documentation
• Join communities such as Kaggle or AMS Data Science Club
• Scikit-learn Examples
• UC Irvine Machine Learning Repository
• A Gentle Introduction to Scikit-Learn: A Python Machine Learning Library
• What is Machine Learning - 6 hours crash course

Regression:

• Linear regression in Python

Classification and Clustering

• Machine Learning with Python at Brocks University
• Introduction to clustering with Scikit-Learn
• Youtube video on Classification in Machine Learning

Neural Networks

• Building a Simple Neural Network from Scratch
• Neural Network Playground
• Tensorflow Neural Network Playground