Welcome to MiCM Fall-2022 Machine Learning Principles Workshop!

Workshop Schedule:

• Nov 3rd, Pre-workshop Session (3.00 - 4.00 pm)
• Nov 4th, ML Time <3 (1.00 - 5.00 pm)

Pre-workshop Session - Introduction to Google Colab Basics And Pytorch

• Learn state of art ML library

	Run
Tutorial

Multi Layer Perceptrons

• Slides: Multi Layer Perceptrons
• Classification with MLPs

	Run
Tutorial

Optimization

• Slides: Optimization
• Learn the magic behind machine learning

	Run
Tutorial

Regularization

• Slides: Regularization
• Build better machine learning models
• BONUS tutorials:

	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.