The evolution of data into decisions through AI makes intelligent analytics an essential business skill set. The Comprehensive Guide to the IITKGP’s Applied Data Science & Agentic AI Program (2026) describes how this executive program provides training in applied data science, Generative AI, and Agentic AI, and explains why this particular course was created specifically for people who are interested in developing skills in using AI in their jobs.
The guide will provide you with detailed information about the program structure, curriculum, requirements, fees, admission procedure, practical projects, career prospects, and other important aspects that will help you to understand why IIT Kharagpur’s Executive Post Graduate Certificate in Applied Data Science & Agentic AI is a good choice for AI and data science specialists.
Why Data Science Alone Is No Longer Enough in the Agentic AI Era?
The role of data professionals has evolved beyond analysing historical data. Today's organisations need experts who can combine applied data science with AI-driven automation and intelligent decision-making to solve complex business challenges.
From analytics to AI-native intelligence: Traditional analytics focused on reporting past trends, while AI-native systems use machine learning, Generative AI, and Agentic AI to enable faster, context-aware decisions.
Growing demand for Agentic AI skills: Modern businesses are adopting AI to automate workflows, improve productivity, and support decision-making, increasing the need for professionals who can build and manage intelligent AI systems.
Connecting data science with business outcomes: Applied data science transforms data into actionable insights, while Agentic AI extends these capabilities by automating decisions and creating scalable, AI-powered business solutions.
IIT KGP Applied Data Science & Agentic AI Programme Overview
The Executive Post Graduate Certificate in Applied Data Science & Agentic AI from the Department of Artificial Intelligence, IIT Kharagpur is designed to equip learners with industry-relevant skills in data science, Generative AI, and Agentic AI. Through a live, hands-on learning approach, the programme helps professionals build expertise in AI-powered analytics, intelligent decision-making, and real-world business applications.
Offered by the Department of Artificial Intelligence, IIT Kharagpur.
Covers Applied Data Science, Generative AI, and Agentic AI for AI-driven decision-making.
Delivered through 100% live online learning with practical, industry-focused sessions.
Includes 6 core modules and an industry-aligned capstone project.
Learn machine learning, predictive analytics, causal AI, RAG systems, AI copilots, and agentic workflows.
Build hands-on experience through real-world projects and an AI-native analytics portfolio.
Eligibility, Fees & Admission Process
Applicants must have completed graduation with a minimum of 50% marks. The total programme fee is ₹1,77,000 (inclusive of taxes), with a ₹10,000 seat booking amount required to confirm admission. Flexible payment plans are available, with EMIs starting from ₹6,031 per month.
The admission process consists of four simple steps:
Complete the online application.
Receive a shortlist confirmation and provisional offer letter.
Block your seat and submit the required documents.
Complete document verification and pay the remaining fee to confirm enrolment.
The AI-Native Learning Journey, What Makes This Programme Different?
This programme follows an AI-native learning approach that goes beyond teaching individual tools. It builds a strong analytical foundation while helping learners apply modern AI technologies to solve real business problems through practical, industry-relevant workflows.
Building strong statistical and machine learning foundations: Learn statistics, probability, and machine learning fundamentals.
Learning beyond dashboards with business analytics: Turn data into business insights through analytics and visualization.
Working with modern AI data stacks: Gain practical experience with SQL, data engineering, and AI-ready data systems.
Understanding causal AI instead of just correlation: Learn causal inference and experimentation for better decision-making.
Using AI copilots for analytics automation: Automate reporting and insights using Generative AI and AI copilots.
Designing Agentic AI workflows: Build AI-powered workflows that combine automation with intelligent decision-making.
Curriculum Breakdown
The curriculum is designed as a progressive learning journey, taking participants from machine learning fundamentals to advanced AI-native analytics. Each module builds practical skills that prepare learners to develop intelligent, business-focused AI solutions.
Module 1 – Machine Learning & Statistical Foundations: Learn statistical reasoning, probability, and machine learning fundamentals for effective data analysis.
Module 2 – Data Engineering, SQL & Modern AI Data Stack: Build expertise in SQL, data engineering, and AI-ready data infrastructure.
Module 3 – Data Visualization, Business Analytics & AI Storytelling: Transform data into actionable insights through visualization and business-focused storytelling.
Module 4 – Experimentation, Causal AI & Predictive Modelling: Apply predictive modelling, experimentation, and causal AI techniques to support better decision-making.
Module 5 – Generative AI, AI Copilots & Analytics Automation: Use Generative AI and AI copilots to automate analytics, reporting, and business insights.
Module 6 – Agentic AI, RAG Systems & Responsible AI: Develop intelligent AI workflows using Agentic AI, Retrieval-Augmented Generation (RAG), and responsible AI practices.
Industry Capstone: Build an end-to-end AI-powered analytics solution by integrating applied data science, Generative AI, and Agentic AI to solve a real-world business problem.
Hands-On Projects That Build an AI-Native Analytics Portfolio
The programme includes practical projects that help learners apply their knowledge to real business scenarios. By the end of the programme, participants build a portfolio that demonstrates their ability to solve industry challenges using modern AI and data science techniques.
Predictive Analytics Solution: Develop machine learning models to forecast outcomes and generate business recommendations.
Business Experimentation Framework: Design A/B testing and causal analysis frameworks to measure business impact.
AI-Powered Analytics Copilot: Create intelligent assistants that automate reporting and insight generation.
Agentic Decision Workflow: Build autonomous analytical workflows powered by AI agents and enterprise data.
RAG-Enabled Business Intelligence System: Develop retrieval-powered AI systems that deliver accurate, context-aware business insights.
Industry Capstone: Integrate machine learning, Generative AI, and Agentic AI into a complete business solution that showcases end-to-end AI implementation.
Career Opportunities After Completing the Programme
The Executive Post Graduate Certificate in Applied Data Science & Agentic AI equips learners with skills that are increasingly in demand across industries such as technology, finance, healthcare, manufacturing, retail, consulting, and e-commerce.
After completing the programme, professionals can pursue roles focused on AI, data science, business analytics, and intelligent automation.
Job Role | Average Annual Salary in India |
Data Scientist | ₹10 LPA |
Applied Data Scientist | ₹23 LPA |
Machine Learning Engineer | ₹9 LPA |
AI Engineer | ₹9 LPA |
Business Intelligence (BI) Analyst | ₹9 LPA |
Data Analyst | ₹6 LPA |
Analytics Consultant | ₹13 LPA |
Source: Glassdoor
Why Choose the IIT KGP Applied Data Science & Agentic AI Program?
The programme blends IIT Kharagpur’s academic prowess with a more industry-facing curriculum, to basically ready learners for today’s AI and data science careers. And the practical , AI-native direction means professionals can sharpen capabilities that actually match new business and tech demands , not just theory.
Learn from IIT Kharagpur's Department of Artificial Intelligence.
An industry aligned curriculum for Applied Data Science , Generative AI, and Agentic AI.
Real practice learning , through live projects and an industry capstone.
Get acquainted with newer AI tools, like AI copilots, RAG systems, and Agentic AI workflows.
Career centric results, with practical know how that can fit across different industries.
Who Should Enrol?
This track suits working professionals and graduates who want to grow real expertise in AI powered analytics and smart decision-making.
Professionals who want to upskill in AI and data science.
Software developers interested in AI-native applications.
Data analysts and business analysts seeking advanced analytics skills.
AI enthusiasts exploring Generative AI and Agentic AI.
Managers driving AI led business initiatives.
Fresh graduates with at least 50% marks , who want to shape a career in applied data science and AI.
Conclusion
The Executive Post Graduate Certificate in Applied Data Science & Agentic AI from IIT Kharagpur equips learners so they can do well in this AI-native era. Since the syllabus covers applied data science, Generative AI, Agentic AI, along with hands on projects and learning that’s tied to industry, the programme helps professionals craft intelligent business solutions, improve career opportunities, and feel confident leading AI driven change across industries.