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Fundamentals of Deep Learning

Deep Learning

Deep Learning: Mastering Neural Networks

Designing Efficient Deep Learning Systems

Lec 01. Introduction to Deep Learning

Lec 23. Metrized Deep Learning

Machine Learning with Python: from Linear Models to Deep Learning.

MIT 6.7960 Deep Learning, Fall 2024

Lec 09. Hacker's Guide to Deep Learning

Lec 24. Inference Methods for Deep Learning

6: Deep Learning for Natural Language – Embeddings

7: Deep Learning for Natural Language – Transformers

5: Deep Learning for Natural Language – The Basics

Computational Data Science in Physics II

PyTorch Tutorial

Lec 06. Generalization Theory

Seeking Deep Understanding in Machine Learning with Una-May O'Reilly

Deep Learning for AI and Computer Vision

Designing Efficient Deep Learning Systems (Live Online)

MIT 15.773 Hands-On Deep Learning Spring 2024