Paths
Pick a path and start.
Each path orders existing courses, NexOps reading, a hands-on build and a check. Filter by who you are and where you are.
01 / All paths
Learning paths
Open a path to see every step, with cost, level and duration of each course.
Showing 8 of 8
- Engineers
- Intermediate
Databricks data engineering
From the platform basics to pipelines you deploy as code: medallion layers, bundles, CI/CD and Terraform, finished with the Data Engineer exams.
View the path- Engineers
- Advanced
Governance with Unity Catalog
Access, lineage and policy on Databricks: groups per schema, policy tests, data contracts and the Professional exam.
View the path- Engineers
- Intermediate
ML engineering and MLOps
Machine learning foundations, then the practice of getting a model into production and keeping it there with MLflow, gates and monitoring.
View the path- Engineers
- Intermediate
LLM apps and RAG
Build an application on a language model: open-model foundations, retrieval, the Claude API and a test set that tells you if it works.
View the path- Engineers
- Advanced
AI agents, MCP and evaluation
Agents with tools, the Model Context Protocol and the part most teams skip: an evaluation set and guardrails before production.
View the path- Engineers
- Advanced
Open-weight models and fine-tuning
Run and tune open models yourself: post-training, preference tuning, and when self-hosting is the right call.
View the path- Students
- Beginner
From zero to your first data and AI project
Learn Python, practise on a free Databricks workspace, understand machine learning and language models, and finish with a project you can show.
View the path- Leaders and teams
- Beginner
AI for leaders and the EU AI Act
What AI can and cannot do, how to build AI literacy in your team, and where to start, with the official EU material and our own checks.
View the path
Next step
Want your team to learn this together?
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