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Systematic learning of LLMs and AI

Recommended resources

The freely available resources this course will direct you to.

Module 1

From Neural Networks to Transformers

Module 2

LLM Training and Alignment Concepts

Module 3

Interacting with LLMs: APIs and Prompting

Module 4

Embeddings and Vector Databases

Module 5

Building RAG Systems

Module 6

AI Agents: Core Concepts

Module 7

Implementing Agent Capabilities: Tool Use

Module 8

Building Autonomous Agents with Frameworks

Module 9

Practical Fine-Tuning with LoRA

Module 10

Advanced Agent Architectures

Module 11

LLM Operations and Security