neildhir / Target-Oxbridge-ML-workshop

A Tutorial on Simple Machine Learning Methods

Target Oxbridge: Engineering Seminar for Summer Development Program

A Tutorial on Simple Machine Learning Methods

Forked and edited by wagglefoot, with original content by: Hannes Schulz, Andreas Mueller and Nenard Birešev.

Content

• The slides are at presentation/presentation_screen.pdf

• The interactive notebooks are in the main folder.

Notebooks

• 0 - Python Intro.ipynb
• 1 - PCA.ipynb
• 2 - KMeans.ipynb
• 3a - Linear regression 1D.ipynb
• 3b - Linear regression 2D.ipynb
• 4 - Logistic Regression.ipynb
• 5 - k Nearest Neighbors.ipynb