Demand forecasting for a retail chain
Forecast daily demand for thousands of products so stores stock the right amount.
Full brief & 2 open datasets →Courses
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→ Working professionals → Graduates looking for a job → College students Why Us Blog Careers Contact Book Weekend DemoBCA, MCA and science students have the maths and programming that AI projects need; what is usually missing is a real problem and real data. These briefs supply both, for computer science, data science, mathematics, statistics, physics, chemistry and electronics students.
Many of them work as a mini-project in a semester and grow into a major project in the final year.
Forecast daily demand for thousands of products so stores stock the right amount.
Full brief & 2 open datasets →Find health customers likely to buy vehicle insurance, and price motor risk fairly.
Full brief & 2 open datasets →Score the health of open-source projects from their public GitHub activity.
Full brief & 2 open datasets →Catch fraudulent payments as they happen, with a reason an investigator can check.
Full brief & 2 open datasets →Combine price history and news sentiment to study short-term moves of NIFTY 50 stocks.
Full brief & 3 open datasets →Forecast pollution levels a day ahead and warn residents before air turns unhealthy.
Full brief & 3 open datasets →Score the risk that a credit-card customer misses next month's payment.
Full brief & 1 open dataset →Recommend the best crop for a field from its soil nutrients and local weather.
Full brief & 2 open datasets →Predict which employees may resign and show HR what drives attrition.
Full brief & 2 open datasets →Forecast a home's electricity use and show where the energy goes.
Full brief & 2 open datasets →Spot unusual behaviour in server logs before users notice an outage.
Full brief & 1 open dataset →Find which products are bought together and suggest bundles and shelf placements.
Full brief & 2 open datasets →Tell phishing websites from genuine ones using features of their address and page.
Full brief & 1 open dataset →Predict a protein's family or function from its amino-acid sequence.
Full brief & 2 open datasets →Understand what customers feel from reviews written in Indian languages.
Full brief & 1 open dataset →Forecast hourly traffic on a busy road from time, weather and holidays.
Full brief & 2 open datasets →Pick a real problem in your city and build an open-data app that helps solve it.
Full brief & 3 open datasets →Flag likely fake or misleading news articles and explain why.
Full brief & 2 open datasets →Tell the story of your home district with official open data.
Full brief & 3 open datasets →Find what makes restaurants in Bengaluru succeed on a food-delivery platform.
Full brief & 1 open dataset →Build the sales dashboard a retail chain's managers would check every Monday.
Full brief & 2 open datasets →Find students at risk of failing early in the term, so teachers can help in time.
Full brief & 2 open datasets →Track how India and its states are progressing on the UN Sustainable Development Goals, and where they lag.
Full brief & 3 open datasets →Pick one of these briefs or bring your own idea. Work alone or in a team, hand in each milestone to a mentor, and finish with a certificate anyone can check.