# Artifical Intelligence and Machine learning Resources

Sorted by "genre"

## Consciousness

- Video [Could a Large Language Model be Conscious?](https://nips.cc/virtual/2022/invited-talk/55867)
- Talk and slides of David Chalmers at NeurIPS2022, written version coming soon

## Machine Learning

- Book: [Natural Language Processing Book](https://transformersbook.com/)
- Natural Language Processing with Transformers (Building with Python library: Hugging Face)

## Artificial Intelligence

- Book: [Artifical Intelligence Engines](https://books.google.com/books/about/Artificial_Intelligence_Engines.html?id=w7OwwwEACAAJ)
- Tutorial on Mathematics and Deep Learning

## Neural Networks

- Book: [Neural Networks and Deep Learning](http://www.charuaggarwal.net/neural.htm)
- Video: [Neural Networks on YouTube](https://www.youtube.com/watch?v=7nG6Xx88Hzo&feature=youtu.be)
- [PDF Download](https://dl.uswr.ac.ir/bitstream/Hannan/141305/2/9783319944623.pdf)

- Course: [Neural Networks: Zero to Hero](https://karpathy.ai/zero-to-hero.html)

## NPUs

(Hardware, neural processing units similar to 'CPU' or 'GPU')

## Open Source Projects

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