Mentor-guided, real-world business projects that produce portfolio-ready work. Filter by your career interest and skill level.
Showing 10 projects across 8 career tracks.
Help a growing consumer brand uncover its highest-value customer segments and decide where to focus its next stage of growth.
You'll build
Build a model that flags which subscribers a fintech app is about to lose — and quantify what saving them is worth.
You'll build
Assess whether a European consumer brand should expand into the MENA region, and recommend exactly how to enter.
You'll build
Build the model an analyst uses to value a public company — and defend a clear buy, hold, or sell view.
You'll build
Turn messy multi-channel marketing data into a clear read on what's actually driving profitable growth.
You'll build
Reverse-engineer a real product launch to understand the strategy behind it — then map how you'd do it better.
You'll build
Forecast demand for a retailer with seasonal, spiky sales so operations can plan inventory with confidence.
You'll build
Quantify how customers respond to price and recommend a pricing move that protects both margin and volume.
You'll build
Shape a raw startup idea into a credible go-to-market plan a founder could take to early customers and investors.
You'll build
Design the dashboard a sales leader opens every morning to see pipeline health and team performance at a glance.
You'll build
Every project is scoped to a difficulty level so the challenge matches your experience — and stretches you toward the next one.
Best for: first-time project builders exploring a field before they commit.
Example topics
Mostly no coding required — you learn to frame a business problem and present a recommendation.
Best for: students ready to work like an early-career analyst with real tools.
Example topics
You'll query real datasets, build dashboards or models, and defend your decisions to a mentor.
Best for: experienced builders targeting genuine technical depth.
Example topics
You'll ship models in Python, evaluate them rigorously, and translate results into business impact.
Start from your career interest and we'll map the projects, skills, and levels that build toward it.
Pick a mentor-guided project, work through weekly milestones, and finish with portfolio-ready work and a verified project profile.