AI Books and Videos
Books
Deep Learning For Coders With Fastai and PyTorchJeremy Howard, Sylvain Gugger (2020)
This book is aimed people with no AI experience and a background in programming. There is also a free version
of the book on Github - FastAI Fastbook.
Grokking Machine Learning
Luis G. Serrano (2021)
A great introduction to machine learning and AI.
Hands-On Large Language Models
Jay Alammar, Maarten Grootendorst (2024)
This book covers all aspect of Transformers and LLMs.
Cracking the Coding Interview
Gayle McDowell (2015)
If you need to brush up on coding algorithms, big-o notation and best practices for coding interviews this is the book for you. Although not specifically AI related
it's highly beneficial to be familiar with the coding concepts in this book.
The Deep Learning Book
Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
A free online book which covers all aspects of Deep Learning fundamentals. This book is aimed at students who are interested in learning about AI.
Videos
Here are some great YouTube channels that I highly recommend:
Serrano AcademyAI Coffee Break With Letitia
Andrej Karpathy
Other video resources:
NVIDIA On Demand : Watch videos from the NVIDIA GTC conference as well as other events