Start here
Foundations
Python, SQL, Git and statistics. The base every data role builds on.
~135h 9 modules
View roadmapStart with one lesson in Python, SQL or Git. Learn in short sessions here, then build your portfolio project on your laptop.
// learn it. build it. pass the check. move on.
Modules open in order. Finish one and the next unlocks.
Each module adds a milestone to the same GitHub project. Stacc checks the commit, and the finished repo is your capstone.
Docs, videos and practice tasks sit next to each module. No hunting for what to read.
Everyone starts with Foundations. Choose a role as your goal when you’re ready.
Python, SQL, Git and statistics. The base every data role builds on.
See this pathBuild one data platform end to end: ingest, transform, schedule, deploy and monitor it.
See this pathTurn messy data and vague questions into analysis people trust and act on.
See this pathFrame a problem, build and validate a model, then deploy it and watch it in production.
See this pathTake the model you built in Data Science to production: test it, ship it, monitor it, and improve it safely.
See this pathBuild working AI products: LLM apps, retrieval (RAG), agents, and the systems that run them.
Everyone starts with Foundations. Then choose a role.
Start here
Python, SQL, Git and statistics. The base every data role builds on.
Specialization
Build one data platform end to end: ingest, transform, schedule, deploy and monitor it.
Specialization
Turn messy data and vague questions into analysis people trust and act on.
Specialization
Frame a problem, build and validate a model, then deploy it and watch it in production.
Advanced
Take the model you built in Data Science to production: test it, ship it, monitor it, and improve it safely.
Coming soon
Build working AI products: LLM apps, retrieval (RAG), agents, and the systems that run them.