Large language model courses — transformers and attention, fine-tuning (QLoRA, LoRA), RLHF, Hugging Face, local LLMs with Ollama, plus foundational neural networks and generative AI.
LLMs & Fundamentals
6 courses Added May 2026
Grokking Modern AI Fundamentals
Learn the foundations of modern AI with practical examples and ethical insights. Ideal for beginners and those seeking to deepen AI understanding.
The Hidden Foundation of GenAI
Generative AI is everywhere today, but few understand the fundamental concepts it is based on. "The Hidden Foundation of GenAI" is a starting point...20 minutes 42 seconds 5 / 5
AI Engineering: Fine-Tuning LLMs
If you're interested in an AI that actually works, not just sounds impressive, this compact course is just for you. Fine-tuning the GPT model is not just...1 hour 35 minutes 46 seconds
Natural Language Preprocessing
Embark on an exciting journey through the world of natural language processing (NLP) — a field where linguistics and artificial intelligence intersect...58 minutes 50 seconds 5 / 5
Developing LLM App Frontends with Streamlit
This byte-sized course will teach Streamlit fundamentals and how to use Streamlit to create a frontend for your LLM-powered applications.1 hour 43 minutes 52 seconds 0 / 5
Artificial Intelligence and Cybersecurity
Learn about the interaction of artificial intelligence and cybersecurity including the risks and tools involved. Essential knowledge for all cybersecurity1 hour 4 minutes 21 seconds