Resources

Books

I really like books. They explain things well and help you understand the big ideas clearly. When you read a book, you’re getting someone’s best thoughts all in one place. Books about AI are great because they’re not just about ideas – they show you how to use AI in real life. Here are some books I think you should read, or at least keep nearby when you have questions.

Blueprints for Text Analytics Using Python

Practical NLP

Hands-on ML

Generative AI on AWS

High Performance Python

Essential Math for Data Science

Practical Statistics for Data Scientists

Bayesian Statistics The Fun Way

Dive into Deep Learning

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Prompt Engineering for LLMs

Knowledge Graphs

Software Architecture Patterns

Using Asyncio in Python

Refactoring To Patterns

Refactoring

What is LLMOps?

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