A hands-on course from IIT Madras covering development tools, LLMs, RAG, agentic AI, computer vision, finetuning, and cloud deployment — with a live coding environment built right in.
From data science fundamentals to cutting-edge agentic systems
10 weeks covering development tools, LLMs, RAG, agentic AI, vision, finetuning, and MLOps — designed for working engineers.
Connect your local code-server in one step and write, run, and debug real code without leaving the docs.
8 graded labs on real cloud infrastructure within the GCP free tier — no credit card surprises.
Git, Docker, FastAPI, Cloud Run, BigQuery ML, Pydantic AI, MCP — the tools companies actually use.
Built-in AI chatbot to answer questions, explain concepts, and guide you through exercises in real-time.
Comfortable late-night reading with a fully polished dark theme that extends into the coding terminal.
Three steps to go from zero to production
Follow structured chapters at your own pace — from dev tools to MLOps.
Connect your local code-server with one URL paste. Code alongside the docs.
Complete labs on real cloud infrastructure. Ship to production on GCP.
Join thousands of students mastering the tools of modern data science.
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