APAI Praveen
PROJECTS · LEARN BY DOING

Projects to do

1,500 simple, solvable projects across 20 industries and 10 business functions, at three levels. No coding. Pick one, finish it, and put it in your portfolio.

See what learners have built →

Clear
EverythingBanking & fintech 50Retail & e-commerce 50FMCG & consumer brands 50Hospitality & tourism 50Healthcare & pharma 50Real estate & construction 50Manufacturing 50Logistics & supply chain 50Education & edtech 50IT & SaaS 50Media & entertainment 50Agriculture & food 50Energy & sustainability 50Startups & entrepreneurship 50Consulting & professional services 50HR & people 50NGOs & public policy 50Sports & events 50Automobile & mobility 50Telecom 50
By functionFinance & accounting 50Marketing 50Operations & supply chain 50Strategy & consulting 50HR, OB & leadership 50Economics & public policy 50IS & digital business 50Decision sciences & analytics 50Entrepreneurship & innovation 50Communication & liberal studies 50
Any levelStarterBuilderAdvancedFree samples
Titles and the problem are open to everyone. The deliverable, starter hints and AI prompts unlock with Full Access — or try the free samples first.
16 projects match
DECISION SCIENCES & ANALYTICSADVANCED
Design a decision dashboard for a diagnostic lab's weekly review

A small diagnostic lab reviews turnaround, repeat tests and complaints separately, so slow reports and unhappy patients are linked only by guesswork.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Allocate oven time and flour across five bakery products and defend the plan

A neighbourhood bakery has one oven and limited flour each day, and its most popular product is not always the most profitable use of either.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Show how two sceptics with different starting beliefs judge the same campaign data

A marketing head believes a festive campaign works while the finance head doubts it, and both look at the same results yet argue past each other.

~5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Audit a raw survey and show how much its headline changes after cleaning

A raw survey often hides blanks, joke answers and double submissions that can flip its headline result without anyone noticing.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Recommend whom a campus club should approach first using a contact network

A new club has limited time to spread its first event, and approaching the wrong people leaves whole circles of students unaware.

~5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Model a college fest budget under good, normal and bad turnout

A fest committee books artists and stalls before knowing how many students will turn up, so a rainy weekend can leave a hole in the budget.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Model whether a coaching class should open a second batch

A coaching class with a full morning batch is tempted to open an evening one, but an empty batch can cost more than the extra income.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Assign eight orders to three riders to cut total travel time

A small cloud kitchen hands orders to riders in the order they arrive, so riders cross the same neighbourhood several times for no reason.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Decide whether a cafe owner should pay for a trial stall before opening a branch

A cafe owner can open a second branch now or first run a small trial stall, which costs money but may reveal weak demand early.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Compare three simple forecasting methods on one series and recommend one

A small business can forecast by copying last week, averaging recent weeks or using seasonal patterns, and each method fails in a different way.

~5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Run and judge a real two-version experiment on a club reminder message

A club sends reminders before every event, but nobody knows whether a friendlier message gets more people to sign up than a plain one.

~5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Forecast demand for a campus cycle rental and plan how many cycles to keep

A campus cycle rental with too few cycles loses riders at peak hours, and too many tie up cash and sit idle all afternoon.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Decide whether to trust a payment fraud alert rule using base rates

A fraud rule that catches most bad payments sounds excellent, yet if bad payments are rare it may flood customers with false alarms.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Trace how a supplier failure ripples through a snack maker's supply network

A snack maker depends on oil, packaging and spice suppliers, and one failure can quietly stop several product lines at once.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Show why stopping an experiment early when you like the result is risky

A team that checks an experiment every day and stops the moment one version leads will often crown a winner that was only a lucky streak.

~5.5 hrs🔒 Details
DECISION SCIENCES & ANALYTICSADVANCED
Check whether complaint themes really shifted after a hostel or gym service change

A hostel changed its mess timings or a gym changed its slot system, and the manager says complaints dropped, but nobody counted themes before and after.

~5.5 hrs🔒 Details