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An Institute of National Importance, recognised by the Government of India under the Institutes of Technology Act, 1961.
Work with the technologies used by modern AI engineering teams.
PythonSQL
Pandas
NumPy
Power BI
Tableau
Scikit-learn
XGBoost
PyCaret
OpenAI API
Claude API
Hugging Face
Ollama
LangChain
LlamaIndex
Pinecone
ChromaDBFAISS
LangGraph
CrewAIOpenAI Agents SDKMCP
Docker
FastAPI
GitHub Actions
AWS/Render
*Some of the tools mentioned above may be replaced with newer or updated tools based on evolving market conditions. Such decisions shall be made at the sole discretion of the University.
You don't wait until the end for one certificate. You climb three stages and stack a professional credential at each.
This 9-month program is designed to take you from foundational analytics to building and deploying production-ready AI systems. Progress through three carefully structured learning stages, earning a professional certificate at each milestone while building an industry-ready portfolio.
Build Strong Data Foundations · 3 Months
Develop the analytical and programming skills required to work with business data, uncover insights, and build interactive dashboards while learning how to collaborate effectively with AI tools.
Build a strong programming foundation while learning AI-assisted software development.
Key Learning AreasBuild an automated data-cleaning application that processes, transforms, and summarizes raw datasets.
Python
Jupyter
Google Colab
Git
GitHub
Cursor
GitHub Copilot
ChatGPT
Claude
Master the two most in-demand skills for data professionals.
Key Learning AreasAnalyze an e-commerce business dataset using SQL and Excel to solve real-world business problems.
PostgreSQL
MySQL
DBeaver
Excel
Google Sheets
Copilot in Excel
Learn how to transform raw data into meaningful business insights.
Key Learning AreasBuild an interactive business intelligence dashboard with AI-assisted insights.
Pandas
NumPy
Matplotlib
Power BI
Tableau
Learn to Build, Evaluate & Deploy Machine Learning Solutions · 3 Months
Move beyond analytics by mastering machine learning, feature engineering, deployment, and cloud-based AI applications.
Prepare real-world datasets for machine learning.
Key Learning AreasCreate a reusable machine learning pipeline for processing messy datasets.
Learn to build and optimize predictive AI models.
Key Learning AreasDevelop a Loan Default Prediction or Fraud Detection model and benchmark it against an AutoML solution.
Take machine learning models from development to production.
Key Learning AreasBuild and deploy a production-ready recommendation engine or customer segmentation platform with a live cloud deployment.
Build Intelligent AI Applications & Autonomous AI Systems · 3 Months
Master the technologies shaping the future of AI engineering by building production-ready Generative AI applications, Retrieval-Augmented Generation (RAG) systems, and autonomous AI agents.
Understand how modern Large Language Models work and build AI-powered applications.
Key Learning AreasDevelop an LLM-powered application with validated structured outputs and fail-safe parsing.
Build AI systems capable of retrieving and reasoning over enterprise knowledge.
Key Learning AreasBuild an AI-powered Data Analyst capable of answering questions over business documents using Retrieval-Augmented Generation (RAG).
Learn to design autonomous AI systems capable of reasoning, planning, and collaborating.
Key Learning AreasDesign and deploy an enterprise-grade autonomous AI system in Finance, Healthcare, or Marketing, complete with cloud deployment, evaluation framework, guardrails, and technical viva.
Practitioners who build and deploy AI in production, bringing real industry experience into every live session.
Throughout the program, you'll work on practical projects that simulate real business scenarios.
Every project contributes to a professional GitHub portfolio, with later-stage projects deployed to the cloud.
Awarded by the Continuing Education Programme of an Institute of National Importance.
Unique certificate & enrolment number you can share on LinkedIn and with employers.
Granted on completion of 9 months of live instruction and a faculty-reviewed capstone.
9 Months LIVE Program + 6 Months Bonus Continued Support
Most employers reimburse upskilling like this. We hand you everything your company needs to sign off, no chasing, no awkward asks.
Get reimbursedTell us about yourself so we can get to know your profile.
Our admissions team will assess your application.
If selected, we'll walk you through the enrolment steps.
Our admissions team will connect you with trusted loan partners. Refunds: 80% before the first day of instruction.
Your learning journey is complemented by career-focused support designed to help you present your skills with confidence.
Build a recruiter-ready GitHub that showcases your projects.
Craft a sharp resume tailored to AI and data roles.
Optimize your profile so recruiters find you.
One-on-one guidance from industry practitioners.
Practice technical and HR rounds with real feedback.
Dedicated support connecting you to hiring partners.
Present your capstone to peers and employers.
Exclusive 2-day event to connect with professors
Experience life on the IIT campus
Meet friends and like-minded professionals
Build your own professional network
