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Introduction to Deep Learning
In this class you will finally get in touch with Artificial Neural Networks and their wide range of applications! Namely, you will get a hand on the famous Deep Learning framework: PyTorch. Then, you will train your first Deep Neural Networks. Enjoy!
Course Materials
Skills you will acquire
Understanding Backprop
Using Optimizers
Basics of PyTorch
Create ANN
Create CNN
Handle a dataset
Train a DL model
Evaluate a DL model
Handful External resources
Some additionnal resources to understand gradient descent gradient:
In addition, some reminder on Neural Networks and Convolutions:
To understand autograd:
A blog post on the subject
Your Teachers
Yannick Prudent
