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
18 courses Added May 2026
How AI & LLMs Work: A Fast-Track Crash Course for Busy Professionals
Learn how AI and LLM models work in just a few hours. The course helps to master the technical aspects without delving into programming. Ideal for developers.8 hours 9 minutes 42 seconds
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
10-Hour LLM Fundamentals
The intensive course "Basics of LLM in 10 Hours" will teach you how to understand and use large language models in real projects. You will learn when it is...10 hours 30 minutes 55 seconds 5 / 5
AI Engineering: Customizing LLMs for Business (Fine-Tuning LLMs with QLoRA & AWS)
Master an in-demand skill that companies are looking for: the development and implementation of custom LLMs. In the course, you will learn how to fine-tune open7 hours 12 minutes 10 seconds 5 / 5
AI Engineering Bootcamp: Building AI Applications (LangChain, LLM APIs + more)
This course is your practical path to a career as a generative AI engineer: not just using technologies, but creating them. First, you will enhance your skills.18 hours 33 minutes 41 seconds 5 / 5
Master and Build Large Language Models
The best way to understand how large language models (LLM) work is to build your own. And that is exactly what you will do in this course. In this...17 hours 15 minutes 55 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
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
The Complete AI Fast Track Bootcamp - 2024
The Complete AI Fast Track Bootcamp - 2024 is an intensive online course designed for the rapid acquisition of key skills in the field of artificial intelligenc10 hours 59 minutes 1 second 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
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
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
Learn Hugging Face by Building a Custom AI Model
Explore the Hugging Face ecosystem from scratch, including Transformers, Datasets, Hub/Spaces, and much more by creating and customizing your own AI model...6 hours 32 minutes 55 seconds 5 / 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