Episode notes
Tired of feeling lost when AI engineers start talking about "attention mechanisms" and "RAG"? 🤔 This is your guide to the 10 essential concepts that form the bedrock of modern AI engineering.
We’ll talk about:
- A complete, beginner-friendly guide to the 10 most critical AI concepts you need to know (Part 1).
- A deep dive into the fundamentals, from Large Language Models (LLMs) and Tokenization to Vectorization and Attention Mechanisms.
- A clear explanation of the building blocks of AI applications, including Transformers, Self-Supervised Learning, and Fine-tuning.
- How to give your AI a real memory: a simple breakdown of Retrieval Augmented Generation (RAG) a ...
Keywords
LLMRAGVector DatabaseSupervised Fine-Tuning