tugcegurbuz/MiCM-Fall23_Intro-to-CNNs

Welcome to MiCM Fall-2023 Introduction to Convolutional Neural Networks Workshop!

Workshop Schedule:

• Nov 6th, ML Time <3 (1.00 - 5.00 pm) @3640 rue University room:M48
• Instructor: Tugce Gurbuz
• T.A.: Younes Valibeigi

Pre-workshop Study Material - Intro to Google Colab Basics And Pytorch & Intro to Machine Learning with Python

• Learn state of art ML library

	Run
Tutorial

• Recap previous workshop material

Introduction to Convolutional Neural Networks

• Slides: Intro to CNNs
• Learn how convolution operation works

	Run
Tutorial

• Slides: Modern CNNs
• Learn modern CNNs
• Learn transfer learning
• Learn how to implement a facial recognition algorithm

	Run
Tutorial
Tutorial

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.