AI/ML Resources🔗
This page is a collection of AI/ML resources that I update regularly. Feel free to suggest new resources via my contact page.
Books🔗
AI/ML🔗
- AI Engineering Book by Chip Huyen
- Hands-On Large Language Models by Jay Alammar & Maarten Grootendorst
MLOPs🔗
- Generative AI on AWS by Chris Fregly, Antje Barth & Shelbee Eigenbrode: This is a great book that talks covers the following topics
- Various MLOPS services available in AWS ecosystem.
- High level concepts in LLM with enough level of depth.
- Various use cases of LLM with code snippet that has used various open sourced LLM.
- Designing Machine Learning Systems by Chip Huyen
Important Papers🔗
This section lists down all the important / popular papers:
- Attention Is All You Need: A pivotal paper publish by google that introduced Transformer in LLM architecture.
Engineering Blog🔗
This section contains the various engineering blogs links specifically around AI/ML topics.