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Welcome to MiCM Summer-2023 Introduction to Machine Learning with Pyton Workshop!

Workshop Schedule:

  • Aug 10th, ML Time <3 (1.00 - 5.00 pm) @550 Sherbrooke, room:189
  • Instructor: Tugce Gurbuz
  • T.A.: Younes Valibeigi

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

  • Learn state of art ML library
Run
Tutorial Open In Colab

Multi Layer Perceptrons

Run
Tutorial Open In Colab

Optimization

  • Slides: Optimization
  • Learn the magic behind machine learning
Run
Tutorial Open In Colab

Regularization

Run
Tutorial 1 Open In Colab
Tutorial 2 Open In Colab

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.

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  • Jupyter Notebook 100.0%