Deep Learning (880008-M-6)

These are the lecture notes taken from the course Deep Learning given by Dr Görkem Saygili at Tilburg University in the year 2024/2025 SM1. It contains the theoretical aspects of the course.

Deep Learning summary of lecture slides and notes/extra information from lectures. The summary includes a lot of pictures to make content more clear.

All lectures including additional explanations where the lectures/slides fall short!

Summary for Tilburg University's Deep Learning course (academic year 2019-2020). All 6 lectures are discussed: introduction, Multi-Layer Perceptron, Convolutional Neural Networks, Optimizers and Regularization, Sequence Modeling and Generative Models.

Cheat sheet for Deep Learning 2019/2020