Welcome to MiCM Summer-2025 Introduction to Machine Learning with Pyton Workshop!

Workshop Schedule:

• July 29th 2025, ML Time <3 (9.00 - 1.00 pm) @Room EDUC133 in the Education Building
• Instructor: Khady Diagne
• T.A.: Zhe Xie

Pre-workshop Study Material - Introduction to Google Colab Basics And Pytorch

• Learn state of art ML library

	Run
Tutorial

Multi Layer Perceptrons

• Slides: Multi Layer Perceptrons
• Classify hand-written digits with MLPs

	Run
Tutorial

Optimization

• Slides: Optimization
• Learn the magic behind machine learning

	Run
Tutorial

Regularization

• Slides: Regularization
• Build better machine learning models

	Run
Tutorial 1
Tutorial 2

References

Most of the materials here were adapted from Neuromatch Academy - Deep Learning Summer School. Consider checking their webpage to learn more about machine learning.