Courses
Courses from Databricks, Hugging Face, Microsoft, DeepLearning.AI, LangChain, Anthropic and more. Each one links to its provider and carries the date we last checked it.
01 / Directory
Filter by provider, topic, level and cost.
Last verified 2026.11.11
Showing 47 of 47
The quickest way to confirm the platform basics before any role course, with a badge at the end.
Open course : Databricks Fundamentals. Opens the provider site in a new tabLast verified 2026.11.11
A free primer on agent concepts, useful before the MCP and agent courses.
Open course : AI Agent Fundamentals. Opens the provider site in a new tabLast verified 2026.11.11
Entry-level data engineering credential for pipelines, Unity Catalog and jobs.
Open exam page : Databricks Certified Data Engineer Associate. Opens the provider site in a new tabLast verified 2026.11.11
The advanced credential for production pipelines, streaming, security and performance.
Open exam page : Databricks Certified Data Engineer Professional. Opens the provider site in a new tabLast verified 2026.11.11
Entry credential for feature engineering, model training and MLflow.
Open exam page : Databricks Certified Machine Learning Associate. Opens the provider site in a new tabLast verified 2026.11.11
The advanced MLOps credential: deployment, monitoring and MLflow at scale.
Open exam page : Databricks Certified Machine Learning Professional. Opens the provider site in a new tabLast verified 2026.11.11
The credential for RAG and agent applications on Databricks, from design to evaluation.
Open exam page : Databricks Certified Generative AI Engineer Associate. Opens the provider site in a new tabLast verified 2026.11.11
Analyst credential for Databricks SQL and dashboards.
Open exam page : Databricks Certified Data Analyst Associate. Opens the provider site in a new tabLast verified 2026.11.11
The Spark foundation behind most pipeline work: DataFrames and Spark SQL.
Open exam page : Databricks Certified Apache Spark Developer Associate. Opens the provider site in a new tabLast verified 2026.11.11
The newest AI credential, on context engineering and governance for agent systems.
Open exam page : Databricks Certified Context Engineer Associate. Opens the provider site in a new tabLast verified 2026.11.11
A free Databricks workspace for learning: practise every Databricks step in this academy on it.
Open : Databricks Free Edition. Opens the provider site in a new tabLast verified 2026.11.11
Deep, hands-on foundation for open models: transformers, the Hub, fine-tuning and reasoning models.
Open course : The LLM Course. Opens the provider site in a new tabLast verified 2026.11.11
A free agent course with smolagents, LlamaIndex and LangGraph, and a certificate on completion.
Open course : AI Agents Course. Opens the provider site in a new tabLast verified 2026.11.11
Learn the Model Context Protocol from architecture to a deployed MCP app, with certificates.
Open course : Model Context Protocol (MCP) Course. Opens the provider site in a new tabLast verified 2026.11.11
A practical course on tuning and aligning small language models yourself, with certificates.
Open course : smol course (fine-tuning language models). Opens the provider site in a new tabLast verified 2026.11.11
Notebook recipes for open models, RAG, agents and evaluation to copy from.
Open course : Open-Source AI Cookbook. Opens the provider site in a new tabLast verified 2026.11.11
A course on context engineering for agents.
Open course : Context Course. Opens the provider site in a new tabLast verified 2026.11.11
An optional track on diffusion models and image generation.
Open course : Diffusion Course. Opens the provider site in a new tabLast verified 2026.11.11
An optional track on speech and audio models, a good base for voice agents.
Open course : Audio Course. Opens the provider site in a new tabLast verified 2026.11.11
An optional track on reinforcement learning.
Open course : Deep RL Course. Opens the provider site in a new tabLast verified 2026.11.11
A community-built track on computer vision, useful for inspection use cases.
Open course : Community Computer Vision Course. Opens the provider site in a new tabLast verified 2026.11.11
A Microsoft course on data engineering with Azure Databricks, built around Unity Catalog, ingestion and deployment. Useful when your platform runs on Azure.
Open course : DP-750T00-A: Implement data engineering solutions using Azure Databricks. Opens the provider site in a new tabLast verified 2026.11.11
The official first steps for Terraform on Azure: provider, variables and remote state.
Open course : Get started - Azure (Terraform tutorials). Opens the provider site in a new tabLast verified 2026.11.11
A focused course on MCP, taught with Anthropic. A quick companion to the Hugging Face MCP course.
Open course : MCP: Build Rich-Context AI Apps with Anthropic. Opens the provider site in a new tabLast verified 2026.11.11
A longer course on designing and building agent systems end to end.
Open course : Agentic AI. Opens the provider site in a new tabLast verified 2026.11.11
The evaluation course to pair with any agent work before it reaches production.
Open course : Evaluating and Improving Agentic Applications. Opens the provider site in a new tabLast verified 2026.11.11
A broad RAG course covering the whole pipeline from retrieval to generation.
Open course : Retrieval Augmented Generation (RAG). Opens the provider site in a new tabLast verified 2026.11.11
A short follow-up on better retrieval quality: query rewriting and reranking.
Open course : Advanced Retrieval for AI with Chroma. Opens the provider site in a new tabLast verified 2026.11.11
Agent memory design with LangGraph in a short course.
Open course : Long-Term Agentic Memory With LangGraph. Opens the provider site in a new tabLast verified 2026.11.11
A longer course on designing what an agent sees, matching the Databricks Context Engineer exam.
Open course : Context Engineering. Opens the provider site in a new tabLast verified 2026.11.11
A short course on programmatic prompt optimisation for agent pipelines.
Open course : DSPy: Build and Optimize Agentic Apps. Opens the provider site in a new tabLast verified 2026.11.11
Fine-tuning open-weight models with a reinforcement approach.
Open course : Reinforcement Fine-Tuning LLMs With GRPO. Opens the provider site in a new tabLast verified 2026.11.11
A short post-training overview that pairs with the smol course.
Open course : Post-training of LLMs. Opens the provider site in a new tabLast verified 2026.11.11
A broad LLM course on the model lifecycle: fine-tuning, RLHF and deployment.
Open course : Generative AI with Large Language Models. Opens the provider site in a new tabLast verified 2026.11.11
A beginner-friendly multi-agent course for teams new to agent frameworks.
Open course : Multi AI Agent Systems with crewAI. Opens the provider site in a new tabLast verified 2026.11.11
The official LangGraph course: state graphs, memory and human-in-the-loop, as an agent orchestration option next to Hugging Face.
Open course : Introduction to LangGraph - Python. Opens the provider site in a new tabLast verified 2026.11.11
The official Claude API course: tool use, prompt caching, extended thinking and citations.
Open course : Building with the Claude API. Opens the provider site in a new tabLast verified 2026.11.11
A leader-friendly course on working with AI responsibly and effectively.
Open course : AI Fluency: Framework and foundations. Opens the provider site in a new tabLast verified 2026.11.11
Helps you judge where AI is safe to use: model limits, hallucination and an evaluation mindset.
Open course : AI capabilities and limitations. Opens the provider site in a new tabLast verified 2026.11.11
A short beta course on running agents with human review and delegation.
Open course : Building effective human-agent teams (beta). Opens the provider site in a new tabLast verified 2026.11.11
A free, practical deep learning course from the 2022 edition. Check that the content still fits before you rely on it.
Open course : Practical Deep Learning for Coders (2022 part 1). Opens the provider site in a new tabLast verified 2026.11.11
A compact ML foundation with videos, visualisations and exercises, refreshed for recent AI advances.
Open course : Machine Learning Crash Course. Opens the provider site in a new tabLast verified 2026.11.11
The classic machine learning foundation for engineers moving into ML. You can audit it for free; a certificate needs a paid subscription.
Open course : Machine Learning Specialization. Opens the provider site in a new tabLast verified 2026.11.11
A free Dutch-language course on AI literacy, with a certificate of participation, as a first step for staff.
Open course : De Nationale AI-Cursus: basiscursus AI-geletterdheid. Opens the provider site in a new tabLast verified 2026.11.11
The official European Commission Q&A on the AI literacy duty in Article 4 of the AI Act.
Open reference : AI Literacy - Questions & Answers. Opens the provider site in a new tabLast verified 2026.11.11
An official list of AI literacy initiatives, as examples. The Commission says it gives no presumption of compliance.
Open reference : Repository of AI literacy practices. Opens the provider site in a new tabLast verified 2026.11.11
The official Python tutorial: the language from first steps to modules and classes.
Open course : The Python Tutorial. Opens the provider site in a new tabLast verified 2026.11.11
Course details come from each provider. Check the provider page for the latest.
Next step
We give workshops to company teams and students, on-site or online. Tell us who the participants are and what they should be able to do afterwards.
Accepting projects for Q4 2026