Global Online Certification Course on
Generative AI For Data-Driven Business Decision-Making
Qualifier Test Date
March 8, 2026
Course Duration
06 Weeks
Live Classes
5 Hours/Week
Eligibility
12th Pass and Above
Learning Mode
Online
Program Chair
Prof. David Simchi-Levi, Prof. Manoj K. Tiwari
1.2K+ students have already registered
Qualifier Test Date
March 8, 2026
Course Duration
06 Weeks
Live Classes
5 Hours/Week
Eligibility
12th Pass and Above
Learning Mode
Online
Program Chair
Prof. David Simchi-Levi, Prof. Manoj K. Tiwari
Why Choose This Course?
Learn with IIM's Strategic Depth, Lead with Global Impact.
Learn from globally renowned faculties: Prof. David Simchi-Levi from MIT, USA, and Prof. Manoj K. Tiwari, Director of IIM Mumbai.
Learn through an industry-aligned GenAI curriculum that combines global best practices with real-world enterprise and India-specific business use cases.
Develop expertise in Generative AI foundations, enterprise analytics, LLMs, optimization, simulation, and decision-focused AI tools through classroom case studies.
Receive a certificate upon successful completion, adding credible value to your professional profile.
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.
Follow a Globally Benchmarked Curriculum
Learn through an industry-aligned GenAI curriculum that combines global best practices with real-world enterprise and India-specific business use cases.
Learn to Build Real-World GenAI Decision Systems
Develop expertise in Generative AI foundations, enterprise analytics, LLMs, optimization, simulation, and decision-focused AI tools through classroom case studies.
Earn a Prestigious Certificate
Receive a certificate upon successful completion, adding credible value to your professional profile.
*Certificate Eligibility: Certification criteria includes maintaining 75% attendance and completing at least 3 of the 5 quizzes in the program
What Will You Learn?
Master GenAI for enterprise decision-making - build foundational understanding in LLMs, analytics, and decision intelligence, then apply simulation, optimization, and RAG. Learn to design and govern deployable solutions for real-world business challenges.
Toolkit
Course Details
Duration
6 Weeks
Course Mode
Online
Certification
from IIM Mumbai
- • What makes Generative AI different from traditional analytics and automation
- • Evolution from basic ML → deep learning → NLP → LLMs
- • How LLMs work conceptually (tokens, transformers, next-token prediction)
- • LLM capabilities and limitations in enterprise settings
- • LLMs as decision copilots: decision briefs, structured outputs, and rationale generation
- • Scenario planning and sensitivity analysis with GenAI
- • KPI-driven value measurement and ROI estimation
- • Adoption models: workflows, change management, and decision governance
- • Autonomy maturity models and decision delegation frameworks
- • Human-in-the-loop automation, exception handling, and escalation design
- • Guardrails, auditability, compliance constraints, and monitoring
- • Operational risk controls for autonomous decision systems
- • Bullwhip effect, information delays, and oscillations
- • Coordination mechanisms: shared forecasts, centralized reasoning, distributed control
- • GenAI-assisted policy testing through simulation
- • Performance evaluation: service, cost, stability, and recovery time
- • Optimization formulation: objectives, constraints, feasibility, and sensitivity analysis
- • GenAI as a natural-language interface to optimization modelling
- • Decision validation through solver-backed guardrails
- • RAG pipelines
- • Enterprise architecture: RAG + tool-use + orchestration + execution integration
- • Scaling patterns: caching, batching, routing across model sizes
- • Memory-constrained inference and online scheduling of LLM workloads
- • Observability and governance: monitoring, audit trails, drift detection, incident response
- • Frameworks: LangChain / LangGraph, LlamaIndex, evaluation harnesses
Our Industry Mentors
Prof. David Simchi-Levi
MIT Professor – Business & Supply Chain Analytics
Prof. Simchi-Levi is a Director, Data Science Lab, Massachusetts Institute of Technology, USA. He is a 2023 National Academy of Engineering inductee and recipient of the 2020 INFORMS Impact Prize. He ...
Prof. Manoj K. Tiwari
Director, IIM Mumbai
Prof. Manoj K. Tiwari is a Recipient of the David F. Baker Distinguished Research Award from the Institute of Industrial & Systems Engineers (IISE, USA). Ranked amongst the top researchers worldwide, ...
Prof. David Simchi-Levi
MIT Professor – Business & Supply Chain Analytics
Prof. Simchi-Levi is a Director, Data Science Lab, Massachusetts Institute of Technology, USA. He is a 2023 National Academy of Engineering inductee and recipient of the 2020 INFORMS Impact Prize. He ...
Prof. Manoj K. Tiwari
Director, IIM Mumbai
Prof. Manoj K. Tiwari is a Recipient of the David F. Baker Distinguished Research Award from the Institute of Industrial & Systems Engineers (IISE, USA). Ranked amongst the top researchers worldwide, ...