Learn AI Fundamentals

Learn Artificial Intelligence by building LLM apps and enhancing them with RAG, LoRA and AI Agents.

Setup

• Setup Python
• Setup Git
• Setup Cursor
• Setup UV
• Setup Project
• Setup Ollama
• Setup OpenAI

Core Concepts

• Models
• Chat Completions
• Transformers
• Parameters
• Tokens
• Context Windows
• LLM Frameworks

Projects

• Webpage Summarizer
• Webpage Brochurizer
• Joker
• Adversarial Conversation

References

Ed Donner's LLM Engineering course