See a real project
One project, module by module
Here's an anonymized e-commerce membership-retention project — the same end-to-end arc a real analyst runs on the job, from M0 to M9.
Business & data onboarding
Learn the company, the data model, and the real goal behind the project.
Requirements & stakeholders
Turn vague asks into scoped, acceptance-ready requirements.
Metric definitions
Pin down churn and retention definitions the whole team agrees on.
Lifecycle & signal analysis
Cohort retention curves and the behaviors that predict churn.
Churn model & performance
Build a leak-free model and read its performance honestly.
Campaign A/B test
Design a holdout and prove what actually moved the needle.
Forecast & pacing
Project renewals and flag gaps against the plan early.
Dashboard & exec reporting
Ship a self-refreshing dashboard and a one-page exec summary.
AI assistant (Databricks Genie)
Ground a natural-language analytics assistant on your data.
Interview prep
Turn the whole project into answers for real interview questions.
One example. Yours is customized to your industry, role, and tools — down to whether you build it in Tableau or Power BI, on Databricks or Snowflake.
What you get
A complete project — built around you
Not a lonely course and not a tutorial. A full engagement you own end to end, on a real cloud stack, tailored to your goals — with guidance when you need it.
Business context
The real problem, the org, the stakeholders — so your analysis means something.
Production-style data
Realistic structure, scale, and mess — abstracted from real engagements, privacy-safe.
Life after delivery
The part bootcamps skip: stakeholder enhancement requests, a V2 model iteration, and rolling out a marketing action — then validating it with an A/B test, the way real teams do.
Interview-ready, end to end
One real project, real numbers, and the full company scenario — enough to answer both the behavioral and the technical questions with a story that's genuinely yours.
Customized to you
The data and business content are all real. We simply design the project to fit your situation — choosing the industry from our library of real client cases, and matching your target role, tools, and timeline.
Finish in about a week if you go hard — up to a month at an easy pace.
You work in a real enterprise cloud environment — the actual stack companies use.
Comfortable with the basics; the project and guidance take you the rest of the way.
Guidance along the way, so you're never staring at a blank screen alone.
The project stays yours — bring it to every future role search, again and again.
Your exact scope and timeline are set on your free call.
Next steps
It starts with a free conversation
No checkout to puzzle over. We talk first, scope a project to your goal, then build and deliver it — with support along the way.
Book a free consult
A relaxed 1:1 — we map your target role and where the gaps are.
Free · No pressureScope & customize
We tailor the project to your industry, tools, timeline, and experience.
We build & deliver it
We build your customized project and hand it to you — and we're on hand to answer questions whenever you're stuck.
Get interview-ready
Work through it end to end until you can defend the whole story with real numbers.
Stop pitching practice projects.
Start owning a real one.
Let's figure out your path — free, no pressure. You bring the goal; we bring the real project.