Global Online Certification Course on
Generative AI For Data-Driven Business Decision-Making from IIM Mumbai
Generative AI For Data-Driven Business Decision-Making from
IIM Mumbai
- Master Generative AI, business analytics, and data-driven decision-making through real-world case studies
- Learn from Prof. David Simchi-Levi, MIT professor, USA, alongside Prof. Manoj K. Tiwari, Director of IIM Mumbai
- Earn a prestigious certificate from one of India’s top IIMs upon completion.
Enter the following details to continue
Batch Starts
October 25, 2025
Program Duration
06 Weeks
Eligibility
Beginner Level
Learning Mode
Online
Live classes
5 hours/week
Batch Starts
October 25, 2025
Program Duration
06 Weeks
Eligibility
Beginner Level
Learning Mode
Online
Live classes
5 hours/week
Enter the following details to continue
Admission Process
Clear Qualifier Test
Clear the qualifier test to be eligible for the program
Complete Counselling
Only shortlisted candidates go through the counselling process
Start Learning
Learn from India's top educators and stand out from the crowd.
Qualifier Test Details
To join this program, you must clear the qualifier test on your allotted date.
Topics Covered
- • Verbal Ability
- • Logical Reasoning
- • Quantitative Aptitude
- • Basic Maths
Registration Process
- • Pay $10 and choose your slot
- • Unlock free mock test and practice before your final exam
Things to Remember
- • The duration of the test is 60 minutes
- • You can take the test only once at your allotted time & slot
- • The test must be taken on a desktop or laptop. Supported browsers (latest versions only): Google Chrome, Safari, Microsoft Edge, and Firefox.
Fee Structure
Qualifier Test Fee
(non-refundable)
Live Online Classes
Secure Seat Fee
(non-refundable)
$ 99
Program Fee
(non-refundable)
$ 500
Total
$ 599
+ applicable taxes.
Why choose this Program?
Learn with IIM's Strategic Depth, Lead with Global Impact.
Learn from World-Class Faculty
Learn from globally renowned faculties: Prof. David Simchi-Levi from MIT, USA, and Prof. Manoj K. Tiwari, Director of IIM Mumbai
Build Real-World AI Projects
Gain expertise in foundations of Generative AI and Business Analytics, AI-driven prescriptive analytics techniques, Integration of tools like GPT models, Transformers, and XLMiner, advanced analytics methods like Neural Networks, Ensemble Methods.
Follow a Globally Benchmarked Curriculum
Master AI through an industry-aligned curriculum that blends global best practices with India-specific use cases and real-world case studies- ensuring you're future-ready
Craft a Powerful AI Portfolio
Create a personalized project portfolio featuring your AI solutions and MVPs designed to impress recruiters and showcase your capabilities
*Certificate Eligibility: Minimum 75% overall attendance and 50% marks in cumulative evaluations score.
What Will You Learn?
Gain hands-on expertise in AI, Machine Learning, and Generative AI with real-world business applications. Learn to apply GPT-4.5, Transformers, and advanced optimization techniques to solve complex challenges in supply chain, pricing, and planning. Decode AI outputs, build data-driven strategies, and create business value- no matter your background. This program equips you to lead AI-powered decisions and transform ideas into action, making you part of the top 1% driving AI adoption.
Toolkit
Course Details
Duration
6 Weeks
Online Session Timings
Saturday & Sunday : 5 PM – 7.30 PM IST
Certification
From IIM Mumbai
Week 1 Foundations of AI and ML
- Supervised and Unsupervised Learning
- Regression Trees, Random Forest and CatBoost
- Techniques for Unsupervised Learning
Week 2 Foundations of Generative AI
- Introduction to Generative AI
- GPT- 4.5
- The Challenges of GPT- 4.5
- ChatGPT and Generative AI
Week 3 Foundations of Optimization
- Optimizing Complex Decisions
- Linear Programming Formulation
- Shadow Price and Sensitivity Analysis
- Optimization with Gen AI
- Case Studies: Production Optimization and Financial Investments
Week 4 Key Supply Chain Capabilities
- Unified View of Demand
- Supply Chain Segmentation
- Smart S&OP
- Control Tower
- Supply Chain Resiliency
Week 5 Applications of Generative AI in Supply Chain Management
- Generative AI for Supply Chain Planning
- Generative AI for Demand Planning
- Generative AI for Procurement Planning
- Generative AI for Supply Chain resiliency
- Transformer and Image Processing for Supply Chain Decisions
- Case studies: Retail, CPG, High-Tech
Week 6 Applications of Generative AI in Revenue Managemen
- Demand Forecasting and Price Optimization
- Integration of Transformer with Price Optimization
- Case Study: Online Fashion Retailer Zalando
Meet our fabulous Instructors
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