HubSpot Academy · HubSpot Academy; Jorie Munroe and Jenn Sanchez
AEO Fundamentals Certification
Study HubSpot's free AEO Fundamentals certification for search intent, trustworthy content, AI citations, and measurement, with clear limits on outcomes.
Compare AI courses for agents, RAG, prompt engineering, n8n, AI coding tools, and machine learning, with verified provider links and access notes.
Artificial intelligence study has several starting points. Using ChatGPT at work, training a neural network, and building an agent are different tasks with different prerequisites. This collection includes paid Udemy courses and free provider curricula so you can choose a route around a specific skill.
For a first overview, choose AI fundamentals or generative AI. For business automation without a programming background, compare n8n courses. Python developers can move into LLM engineering, retrieval-augmented generation, LangChain, LangGraph, and MCP. Working developers can study Claude Code, Cursor, or GitHub Copilot. Check API charges, hardware needs, tool versions, and the practice workload before enrolling.
Give your project an observable result: an answer supported by a document, an automation with a tested failure path, or a model evaluated on held-out data. Keep a record of mistakes and cost alongside successful demonstrations. A course certificate confirms completion under the provider's terms; professional cloud certification requires a separate examination.
HubSpot Academy · HubSpot Academy; Jorie Munroe and Jenn Sanchez
Study HubSpot's free AEO Fundamentals certification for search intent, trustworthy content, AI citations, and measurement, with clear limits on outcomes.
Udemy · Mike Taylor and Rhys Fisher
Compare agent implementations across n8n, DSPy and LangGraph, with Python required for the code-based portions.
Udemy · Scott Duffy and Software Architect.ca
Explore Scott Duffy’s Azure AI Fundamentals course with AI-901 transition notes, Python preparation, Azure services, and separate exam requirements.
Udemy · Ed Donner and Ligency
Explore Ed Donner’s agent engineering course with OpenAI Agents SDK, CrewAI, LangGraph, AutoGen, and MCP, including prerequisites and project notes.
Udemy · Ed Donner and Ligency
Explore Ed Donner’s LLM engineering course on model selection, RAG, fine-tuning, and agents, with Python prerequisites and API cost notes.
Udemy · Maximilian Schwarzmüller and Academind
Explore Academind’s developer course comparing Cursor, GitHub Copilot, and ChatGPT, with coding prerequisites, project scope, and tool access notes.
Coursera · Andrew Ng and DeepLearning.AI
A nontechnical introduction to AI concepts, project opportunities, organizational decisions, and the limits of what AI can reliably do.
Udemy · Arun Nagarathanam
Explore Arun Nagarathanam’s SEO course on technical audits, research, and AI-search topics, with clear boundaries around ranking guarantees.
Udemy · Hadelin de Ponteves, Kirill Eremenko, and SuperDataScience
Explore this Python-based AI business course on optimization, Q-learning, and decision models, with clear distinctions from nontechnical strategy study.
Udemy · Mike Wheeler and Evan Wheeler
Explore Mike and Evan Wheeler’s ChatGPT course for practical prompting, writing, and reusable task instructions, with plan and response-review notes.