⚡️ MIT has released a full course on Deep Learning - for free

MIT OpenCourseWare has published the course 6.7960 Deep Learning (Fall 2024) — one of the most relevant and practical university courses on modern deep learning.

It includes full-fledged lectures at a top-university level, available for free.

What's in the course

- Fundamentals of deep learning and architectures 
- Transformers and modern models 
- Generative AI 
- Self-supervised learning 
- Scaling laws 
- Diffusion and generative models 
- RL and reinforcement learning 
- Practical analyses of modern approaches 

The lectures are led by MIT professors and researchers working with cutting-edge technologies.

Why it's valuable

This is not a basic course for beginners. 
This is material at the level of:
- ML engineers 
- researchers 
- developers of AI systems 

The course reflects the current state of the industry and explains how people who create modern models think.

It's perfect if you:
- already know Python and the basics of ML 
- want to transition to Deep Learning 
- work with LLMs / AI 
- want a systematic understanding instead of individual tutorials 

If you want FAANG / Research-level knowledge - learn from MIT.

https://ocw.mit.edu/courses/6-7960-deep-learning-fall-2024/video_galleries/lecture-videos/

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