Generative AIBeginner
Learn Generative AI in 23 Hours
freeCodeCamp's generative AI course covering prompt engineering, RAG, model deployment, and AI agents. Taught by Andrew Brown. Completely free on YouTube.
Free course on DeepLearning.AI
DeepLearning.AI's Building Systems with the ChatGPT API teaches you to build multi-step AI pipelines: classification chains, evaluation systems, and customer service bots using the OpenAI API. The course is free on deeplearning.ai and takes about 2 hours. After finishing, you can chain prompts together to build real applications that go beyond a single API call. It assumes you already know basic prompt engineering. The main limitation: it uses the OpenAI API specifically; you'll need to adapt the patterns for other models like Claude or Gemini.
DeepLearning.AI's courses have been taken by over 6 million learners across its platform and Coursera (source: deeplearning.ai/about/).
Learn to build multi-step LLM systems for real production use. Covers chaining calls, moderation, evaluation, and end-to-end pipelines with the OpenAI API. Taught by Andrew Ng and Isa Fulford of OpenAI. Free.
Generative AIBeginner
freeCodeCamp's generative AI course covering prompt engineering, RAG, model deployment, and AI agents. Taught by Andrew Brown. Completely free on YouTube.
Generative AIIntermediate
Harvard's introduction to AI with Python. Covers search, knowledge representation, uncertainty, optimisation, machine learning, neural networks, and NLP.
Generative AIIntermediate
Learn to build and deploy with transformers and large language models in this 12-chapter course from Hugging Face. You'll start with NLP fundamentals, then move into modern LLM techniques: tokenization, fine-tuning, reasoning models, and building shareable demos. By the end, you'll know how to use pre-trained models, customize them on your own data, and integrate them into real applications. Best if you have some Python experience; the course assumes basic familiarity with machine learning. Fair warning: LLM chapters move fast, so budget time for rereading.