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
The Dark Side of AI: Jailbreaking, Injections, Hallucinations & more
If we asked you to finish the phrase "AI is...", what would you say? "Delightful"? "Amazing"? After this course, your answer is likely to be...3 hours 3 minutes 38 seconds 5 / 5
Local LLMs via Ollama & LM Studio - The Practical Guide
AI assistants like ChatGPT and Google Gemini have become everyday tools. However, when privacy, cost, offline functionality, or flexible...3 hours 52 minutes 28 seconds 5 / 5
Build a Simple Neural Network & Learn Backpropagation
Learn backpropagation and gradient descent by writing a simple neural network from scratch in Python - without libraries, just the basics. Ideal...4 hours 34 minutes 9 seconds 5 / 5
Advanced AI: LLMs Explained with Math (Transformers, Attention Mechanisms & More)
Delve into the mathematical foundations of transformers, such as GPT and BERT. From tokenization to attention mechanisms—analyze the algorithms that underpin...4 hours 55 minutes 29 seconds 5 / 5
Machine Learning Fundamentals
Advance in your machine learning career with confidence. Master the key ML fundamentals that are in demand by employers and acquire the skills necessary for...4 hours 5 minutes 9 seconds 5 / 5
AI for Beginners: Inside Large Language Models
This compact course is perfectly suited for those who wonder, "How does this artificial intelligence really work?" Studying large language models (LLM) is...2 hours 59 minutes 17 seconds 3 / 5