Data Science
Statistics, machine learning and big data tooling, taught through projects that end in deployed models rather than notebooks. Six months, with placement preparation built in.
- Python
- pandas
- scikit-learn
- +2
30 courses · 3 categories
Multi-subject career programmes with a capstone, a certificate and interview preparation. Built for people changing career rather than adding one skill. Single-subject certifications are listed under Short Term.
Statistics, machine learning and big data tooling, taught through projects that end in deployed models rather than notebooks. Six months, with placement preparation built in.
The full route for someone who has never programmed: Python properly first, then the whole data science programme built on it. Same syllabus as both courses taken separately, in the order that actually works.
The analyst toolkit and the scientist toolkit, in the order employers actually hire for. Get employable as an analyst first, then add the modelling and deployment that moves you up.
Everything on the modelling side, in one programme. Data science end to end, the machine learning algorithms understood rather than imported, and applied AI through to generative models and guardrails.
Six months from first HTML tag to a deployed, database-backed application in your portfolio, with the interview preparation that turns it into an offer.
Cloud and DevOps together, because employers hire for the combination. You build real infrastructure, containerise applications and ship them through a pipeline you wrote.
Defensive security aimed where the attacks now are: cloud infrastructure and AI systems. Everything is practised in an isolated lab we provide.
Deploying is the easy part. This is the course about what happens afterwards: Kubernetes in depth, GitOps, observability you can debug with, and the reliability practices that decide whether a system stays up at three in the morning.
Run real campaigns with real budgets, with AI doing the production work. SEO, paid ads, content and analytics, measured properly so you can prove what worked.
The newest thing we teach, and the one nothing else in Mumbai covers properly. Building AI systems that plan, call tools and finish multi-step work on their own.