Real datasets. Real problems. Real skills.
Pick a challenge, work through the lessons, submit your solution, and get reviewed by mentors, then earn a verifiable certificate.
Capstone: Use AI to Win an Opportunity
The capstone for AI for Career Success. Use the Role-Task-Context-Format recipe to create something real with AI, land a job, learn a skill, or build something, refine it at least twice, and submit your work with a short reflection.
Start Challenge →Predict Student Exam Scores
The capstone for Intro to Machine Learning. Use the full machine learning loop to predict student exam scores, validate your model honestly, and write a short report on what you found.
Start Challenge →Data Analysis Mini-Project
Apply what you learned: pick a dataset, clean it, explore it, and report your findings.
Start Challenge →Crop Yield Forecasting
Use satellite and weather data to predict agricultural yields in sub-Saharan Africa.
Start Challenge →Network Intrusion Detection
Build a classifier to detect anomalous network traffic patterns in African ISP data.
Start Challenge →Malaria Risk Prediction
Analyze health data to find risk patterns and recommend interventions across African communities.
Start Challenge →