01 · Learn data
Stuck in tutorial hell?
Ship projects instead.
Pick a path, ship the next project, it publishes itself to your portfolio. Every step is checked, so you always know what comes next. Try the playground below, no account needed.
Join our 1K+ community · no card needed
One project at a time.
36 projects in a fixed order per path. No catalogue to browse: you ship the next one, each step is checked, the next unlocks.
Ships to your portfolio.
Every project you pass publishes itself to your page. A certificate says you watched a course. A portfolio says you can do the work. Recruiters can tell the difference.
Students
What students say.
“I am close to finishing the whole Data Scientist path. For actually discovering data science, doing it instead of watching it, this has been incredibly useful.”
“I started on Coursera, but what I really wanted was projects that go straight into a portfolio. This is exactly that. I have learned a lot more by shipping than I ever did watching lectures.”
“I learn far more this way than with YouTube tutorials or online courses. You are forced to actually do the work, so it sticks.”
Paths
So, which path are you on?
Nine projects each, from foundations to a capstone. Not sure? The two-minute quiz places you.
BABusiness AnalystRequirements, KPIs, Excel and Power BI. Turn a vague ask into a spec a team can build.9 projects · start freeDAData AnalystSQL, Python, BigQuery, dashboards. Explain the 3 percent drop before anyone asks.9 projects · start freeDEData EngineerPipelines, warehouses, dbt, idempotency. Data that is still right at 3am.9 projects · start freeDSData ScientistStats, models, validation, MLOps. Lift over baseline, or it does not ship.9 projects · start free
The journey
One account, three steps.
01 · LearnShip guided projects on real data, one at a time.You are here
02 · PortfolioEvery project you pass publishes itself to your page.See how →03 · JobsApply with proof, to real offers filed by your path.See how →