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# The Information Theory, Pattern Recognition, and Neural Networks

## Descriptions

- Offered by: Cambridge
- Prerequisites: Calculus, Linear Algebra, Probabilities and Statistics
- Programming Languages: Anything would be OK, Python preferred
- Difficulty: 🌟🌟🌟
- Class Hour: 30-50 hours

This is a course on information theory taught by Sir David MacKay at the University of Cambridge. The professor is a very famous scholar in information theory and neural networks, and the textbook for the course is a classic work in the field of information theory. Unfortunately, those whom God loves die young ...

## Course Resources

- Course Website: http://www.inference.org.uk/mackay/itila/
- Recordings: https://www.youtube.com/playlist?list=PLruBu5BI5n4aFpG32iMbdWoRVAA-Vcso6
- Textbooks: Information Theory, Inference, and Learning Algorithms
- Assignments: At the end of each lesson video, there are post-lesson exercises from the textbook

## R.I.P Prof. David MacKay

2023-01-18