Deep Learning - Courses

History of Deep Learning

https://www.skynettoday.com/overviews/neural-net-history

Fast.ai

https://fast.ai

• Best for beginners
• Very effective top-down approach
• Absolutely top-notch instructor

DeepLearning.ai

https://www.classcentral.com/report/best-deep-learning-courses/#1

MIT

https://www.classcentral.com/report/best-deep-learning-courses/#2

• Rigorous and exciting

NYU

https://atcold.github.io/pytorch-Deep-Learning

• By Yann LeCun, using PyTorch
• Focus on convolutional networks
• Great with practical implementation

Vrije Universiteit Amsterdam

https://dlvu.github.io/

CMU - Deep Learning Systems

https://dlsyscourse.org/lectures/

• Hardware acceleration for DL

Made with ML

https://madewithml.com/#mlops

• Practical, hands-on, ML + software engineering
• Wide coverage from setup and design to production and CI/CD workflows
• Objective: fine-tuning of a LLM model for classification

Other links to courses

https://www.classcentral.com/report/best-deep-learning-courses/