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Go from exploratory analysis to trained, evaluated and deployed machine learning models on practical problems.
Profile datasets with NumPy, Pandas and statistics to find the signal worth modelling.
Train, tune and evaluate models, and explain which one you would ship and why.
Work on an NLP or computer vision problem with neural networks.
Wrap your best model in an app or API so others can actually use it.
Approved interns get the matching course in the portal to learn and practise alongside the project work.
Build and ship real web pages and apps with HTML, CSS, JavaScript, React and a database-backed API — reviewed by mentors along the way.
Turn designs into fast, responsive and accessible interfaces with HTML, CSS, JavaScript and React, then ship them live.
Design and build the server side of web apps — REST APIs with Express, PostgreSQL databases with Prisma, authentication and deployment.
Clean, query and visualise real datasets with Excel, SQL, Python and Power BI, then present findings the way analysts do at work.