Artificial Intelligence + Statistics and Probability
Predict house prices with linear regression
Use a public housing dataset to predict price from size, rooms and location.
- Intermediate
- 2–7 days
- Free
606 projects · 13 streams · every class
52 projects
Artificial Intelligence + Statistics and Probability
Use a public housing dataset to predict price from size, rooms and location.
Pure Mathematics + Biology
Count spirals on pine cones, sunflowers and pineapples and test whether they are Fibonacci numbers.
Chemistry + Nutrition and Food
Titrate juices with iodine and starch to compare how much vitamin C each contains.
Cybersecurity + Pure Mathematics
Write Caesar and substitution ciphers, then crack them with frequency analysis.
Biology + Environmental Science
Survey plants and small animals with quadrats and calculate a biodiversity index for different areas.
Applied Mathematics + Finance and Banking
Model how savings grow with interest and how inflation changes their real value.
Behavioural Economics + Psychology
Show two groups a high or low number first and compare their estimates of an unrelated price.
Public Health and Epidemiology + History
Recreate the 1854 cholera map from public data and show how it pointed to one water pump.
Biology + Sports and Exercise Science
Record pulse before, during and after exercise for several volunteers and compare recovery times.
Environmental Science + Physics
Measure the brightness and heat of LED, CFL and filament bulbs and calculate the yearly cost of each.
Marketing + Graphic and UI/UX Design
Compare two rival brands on logo, tone, pricing, audience and advertising, and judge which is clearer.
Astronomy and Space + Pure Mathematics
Measure a stick's shadow at local noon in two cities and calculate the size of the Earth.
Pure Mathematics + Fine Arts
Find which regular polygons tile the plane and create an Escher-style tile.
Fine Arts + Psychology
Paint the same image in four palettes and survey what mood each conveys.
Automobile Engineering + Finance and Banking
Build a five-year cost and emissions comparison for an electric and a petrol two-wheeler.
Applied Mathematics + Behavioural Economics
Play repeated prisoner's dilemma with classmates and compare what they do with the theory.
Operations, HR and Supply Chain + Geography
Trace a packet of biscuits or a T-shirt from raw material to your hands.
Physics + Music, Theatre and Writing
Measure how the length of a string or the water level in a bottle changes the pitch.
Applied Mathematics + Physics
Predict how period depends on length using only units, then confirm the power law with a log-log graph.
Statistics and Probability + Biology
Use capture-recapture with beans to estimate a hidden total, then judge how accurate the method is.
Finance and Banking + Statistics and Probability
Use a classroom simulation to show how pooling risk makes insurance possible.
Public Policy and Governance + Political Science
Compare what three parties promise on education or jobs, without taking sides.
Nutrition and Food + Finance and Banking
Plan seven days of balanced meals for a family of four within a fixed budget.
Business Studies + Marketing
Map a supermarket's layout and explain the reasons behind where products are placed.
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