Artificial Intelligence (AI) has moved from research labs into every major business function. Whether you are a software engineer, data scientist, technology leader, product manager, or business executive, developing AI expertise has become an important career investment.
IIT Bombay, in collaboration with Great Learning, offers several executive and professional certificate programs covering Generative AI, Agentic AI, AI Engineering, MLOps, Data Science, and AI Leadership. These programs are designed specifically for working professionals, with live online classes delivered by IIT Bombay faculty and flexible schedules that fit alongside full-time jobs.
Editorial Note: The programs listed below serve different career goals, experience levels, and technical backgrounds. Their sequence does not constitute a ranking. Instead, each recommendation is included because it excels in a particular specialization.
| Program | Duration | Format | Best For |
| Certificate in Generative AI | 5 Months | Live Online | Professionals looking to build practical LLM and GenAI skills |
| Certificate in AI Engineering & MLOps | 5 Months | Live Online | Developers building production AI infrastructure |
| ePGD in Artificial Intelligence & Data Science | 18 Months | Live Online + Campus Exams | Professionals seeking a comprehensive IIT Bombay postgraduate credential |
| Certificate in Agentic AI | 5 Months | Live Online | AI professionals building autonomous AI agents |
| Certificate in Leadership with AI | 4 Months | Live Online | Business leaders driving AI transformation without coding |
The Certificate in Generative AI from the Technocraft Centre for Applied AI, IIT Bombay, offered in collaboration with Great Learning, is designed for professionals who want practical experience building applications using Large Language Models (LLMs). Rather than focusing only on theory, the curriculum emphasizes hands-on implementation using modern GenAI tools and frameworks.
Program Snapshot
- Institution: Technocraft Centre for Applied AI, IIT Bombay
- Duration: 5 Months
- Format: Weekly live online sessions
- Time Commitment: 3 to 4 hours per week
- Certification: Certificate of Completion from IIT Bombay
- Campus Immersion: Optional 1-day campus visit
- Program Fee: ₹1,80,000 + GST
Technocraft Centre for Applied AI, IIT Bombay
Certificate in Generative AI
- Fee: ₹1,80,000 + GST
- Credential: Certificate of Completion from IIT Bombay
- Best suited for: Developers, data professionals, product managers, consultants, and STEM graduates
- Additional feature: Optional 1-day IIT Bombay campus immersion
Tap to view course highlights
Program overview
A practical, LLM-first program focused on building and managing Generative AI applications.
Key learning areas
- Generative AI foundations, Python, ML, deep learning, NLP, and embeddings
- Transformers, prompt engineering, classification, generation, and summarization
- Multimodal AI, vision-language models, diffusion models, and audio-visual reasoning
- RAG, advanced RAG optimization, PEFT, LoRA, and custom LLM workflows
- Agentic RAG, multi-agent collaboration, tool integration, LLMOps, security, and governance
Eligibility
A bachelor’s degree with at least 50% marks or equivalent CGPA, or five or more years of relevant work experience.
Why Choose This Program?
Practical LLM-first curriculum: Learn Generative AI through real-world implementation instead of only theoretical concepts.
Comprehensive coverage: Study NLP, multimodal AI, Retrieval-Augmented Generation (RAG), AI agents, and deployment.
Production-ready skills: Learn fine-tuning techniques such as PEFT and LoRA alongside LLMOps practices.
Hands-on tools: Work with Python, PyTorch, Keras, ChatGPT, Claude Code, Gemini, Hugging Face, NumPy, and vector databases.
Faculty-led learning: Weekly live sessions delivered directly by IIT Bombay faculty.
Industry relevance: Build AI workflows aligned with modern enterprise AI development.
Eligibility
Applicants should have:
- A bachelor’s degree with at least 50% marks or equivalent CGPA, or
- Five or more years of relevant professional experience.
Ideal For
- Software Developers
- Product Managers
- Data Scientists
- Business Analysts
- Technology Consultants
- Engineering Graduates
Many organizations have talented data scientists but struggle to deploy AI systems reliably into production. The Certificate in AI Engineering & MLOps bridges this gap by combining AI engineering with High Performance Computing (HPC), distributed systems, and enterprise MLOps.
Program Snapshot
- Institution: Department of Mechanical Engineering, IIT Bombay
- Duration: 5 Months
- Format: Live Online
- Campus Component: IIT Bombay Immersion
- Fee: ₹1,65,000 + GST
Department of Mechanical Engineering, IIT Bombay
Certificate in AI Engineering and MLOps
- Fee: ₹1,65,000 + GST
- Credential: Certificate of Completion from IIT Bombay
- Best suited for: Software developers, data professionals, DevOps engineers, and IT engineers
- Additional feature: Hands-on labs, projects, and IIT Bombay campus immersion
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Program overview
A systems-focused program covering scalable AI infrastructure, high-performance computing, and production MLOps.
Key learning areas
- High-performance computing, OpenMP, MPI, profiling, and data parallelism
- Containerisation, workflow management, and multi-node cluster execution
- Tensor and pipeline parallelism for large-model training
- High-performance data pipelines and inference-serving frameworks
- CI/CD, experiment tracking, drift detection, observability, and hybrid cloud-HPC systems
Eligibility
Engineering bachelor’s or master’s degree with at least 50% marks, two years of relevant experience, plus Python or C/C++, Linux or Bash, and Git familiarity.
Why Choose This Program?
AI infrastructure focus: Learn to scale modern AI systems beyond experimentation.
Production deployment: Build CI/CD pipelines and monitoring systems for ML workloads.
High Performance Computing: Understand GPU optimization and distributed computing.
Enterprise MLOps: Deploy, monitor, and manage production-grade AI applications.
Hands-on projects: Practical implementation throughout the program.
Faculty instruction: Weekly live sessions from IIT Bombay.
Eligibility
Applicants should possess:
- Engineering bachelor’s or master’s degree
- Minimum 50% aggregate
- At least 2 years of professional experience
- Familiarity with Python or C/C++
- Linux command line
- Git version control
Ideal For
- ML Engineers
- AI Engineers
- DevOps Engineers
- Platform Engineers
- Software Developers
- Infrastructure Architects
For professionals seeking an academically rigorous qualification from IIT Bombay, the e-Postgraduate Diploma (ePGD) in Artificial Intelligence and Data Science offers the most comprehensive learning experience among the programs listed here.
Unlike shorter executive certificates, this 18-month diploma provides structured academic coursework, IIT Bombay credits, campus examinations, and eligibility for IIT Bombay eAlumni status.
Program Snapshot
- Institution: Centre for Machine Intelligence and Data Science (C-MInDS), IIT Bombay
- Duration: 18 Months
- Format: Live Online
- Credits: 36 IIT Bombay Credits
- Credential: e-Postgraduate Diploma
- Graduation: On-campus Convocation
- Fee: ₹6,00,000 + GST
C-MInDS, IIT Bombay
e-Postgraduate Diploma in Artificial Intelligence and Data Science
- Fee: ₹6,00,000 + GST
- Credential: 36-credit IIT Bombay e-Postgraduate Diploma
- Best suited for: Working professionals seeking broad AI and data science depth
- Additional feature: eAlumni eligibility and in-person graduation ceremony
Tap to view course highlights
Program overview
An academically structured diploma covering programming, statistics, machine learning, deep learning, GenAI, MLOps, and electives.
Key learning areas
- Programming for machine learning and data science
- Statistical foundations and core machine learning
- Deep learning, Transformers, LLMs, and fine-tuning
- MLOps, Docker, Kubernetes, AWS or Azure, and transfer learning
- Capstone project and electives such as NLP, IoT, and computer vision
Eligibility
A four-year undergraduate degree, or a three-year degree with at least one year of work experience, plus undergraduate-level mathematics and statistics.
Why Choose This Program?
Official IIT Bombay diploma: Receive an ePGD awarded directly by IIT Bombay.
Academic recognition: Earn 36 credits recorded in the Academic Bank of Credits.
Comprehensive AI education: Study programming, machine learning, deep learning, GenAI, MLOps, and electives.
Industry-ready projects: Complete a capstone project addressing real-world AI problems.
Career network: Access IIT Bombay’s Lateral Hiring Group and eligibility for IIT Bombay eAlumni Association membership.
Flexible schedule: Evening and weekend classes designed for working professionals.
Weekly Commitment
- 12 to 14 hours per week
- Four faculty sessions every week
- Optional TA sessions during weekends
Eligibility
Applicants should meet one of the following requirements:
- Four-year undergraduate degree, or
- Three-year undergraduate degree with at least one year of work experience.
Applicants should also possess undergraduate-level Mathematics and Statistics knowledge.
Ideal For
- Experienced Software Engineers
- Data Scientists
- Analytics Professionals
- AI Researchers
- Technical Consultants
- Professionals pursuing advanced AI education
Agentic AI represents one of the fastest-growing areas in enterprise AI. Instead of generating text alone, AI agents reason, plan, collaborate, and execute workflows autonomously.
The Certificate in Agentic AI from the Department of Computer Science and Engineering, IIT Bombay, focuses on designing production-ready AI agents using modern frameworks.
Program Snapshot
- Duration: 5 Months
- Format: Live Online
- Time Commitment: 4 to 6 hours weekly
- Credential: IIT Bombay Certificate of Completion
- Fee: ₹1,80,000 + GST
Department of Computer Science and Engineering, IIT Bombay
Certificate in Agentic AI
- Fee: ₹1,80,000 + GST
- Credential: Certificate of Completion from IIT Bombay
- Best suited for: AI professionals, software engineers, consultants, and technical leaders
- Additional feature: Guided labs and hands-on agent development projects
Tap to view course highlights
Program overview
A technical program for designing, coordinating, evaluating, and deploying autonomous AI-agent systems.
Key learning areas
- Async Python, concurrency, Transformers, LLM parameters, and structured prompting
- Planning cycles, function calling, RAG, GraphRAG, and Model Context Protocol
- ReAct, self-reflection, DSPy, and multi-agent coordination
- Human-in-the-loop design, guardrails, prompt-injection defence, and monitoring
- LangGraph, CrewAI, ChromaDB, LangSmith, FastAPI, Streamlit, and Docker
Eligibility
A recognized three-year or four-year undergraduate degree, at least two years of relevant work experience, and prior exposure to Python.
Why Choose This Program?
Modern AI specialization: Learn one of today’s fastest-growing AI domains.
Hands-on development: Build autonomous AI systems instead of simple chatbots.
Industry frameworks: Gain practical experience with LangGraph, CrewAI, MCP SDK, LangSmith, and ChromaDB.
Enterprise deployment: Study governance, monitoring, security, and production deployment.
Advanced reasoning: Implement Chain-of-Thought, ReAct, DSPy, and multi-agent collaboration.
Real-world applications: Design AI systems capable of planning and executing complex workflows.
Eligibility
Applicants should possess:
- Three or four-year undergraduate degree
- Minimum two years of work experience
- Python programming knowledge
Ideal For
- AI Engineers
- Machine Learning Engineers
- Software Developers
- Technology Consultants
- Technical Leaders
Not every AI leader needs to build machine learning models. Senior executives often need strategic knowledge to lead AI adoption across organizations.
The Certificate in Leadership with AI from the Shailesh J. Mehta School of Management (SJMSOM), IIT Bombay, focuses on AI strategy, governance, transformation, and business implementation.
Program Snapshot
- Duration: 4 Months
- Format: Live Online
- Credential: IIT Bombay Certificate
- Fee: ₹2,20,000 + GST
- Campus Immersion: Optional
- Coding Required: No
Shailesh J. Mehta School of Management, IIT Bombay
Certificate in Leadership with AI
- Fee: ₹2,20,000 + GST
- Credential: Certificate of Completion from IIT Bombay
- Best suited for: Senior leaders, technology managers, consultants, founders, and entrepreneurs
- Additional feature: Optional 1-day IIT Bombay campus immersion
Tap to view course highlights
Program overview
A business-first program focused on AI strategy, transformation, governance, economics, and enterprise adoption.
Key learning areas
- AI, cloud, IoT, data integration, enterprise technology stacks, APIs, and security
- Machine learning, deep learning, Generative AI, RAG, fine-tuning, and Agentic AI
- Prompt engineering, low-code or no-code platforms, and workflow integration
- Build-versus-buy decisions, AI economics, ROI modelling, and prototyping
- Change management, responsible AI governance, case studies, and a capstone project
Eligibility
Either a bachelor’s or master’s degree with at least 50% marks and three or more years of experience, or a bachelor’s degree with five or more years of experience.
Why Choose This Program?
Business-first curriculum: Learn AI strategy without requiring software development expertise.
Executive orientation: Focus on enterprise transformation rather than technical implementation.
AI decision-making: Understand build-versus-buy decisions, ROI, governance, and responsible AI.
Technology awareness: Explore Generative AI, Agentic AI, RAG, and enterprise technology ecosystems.
Leadership perspective: Build AI adoption roadmaps for organizations.
Applied learning: Complete industry case studies and a business-focused capstone.
Eligibility
Applicants should satisfy either:
- Bachelor’s or Master’s degree with at least 50% marks and three or more years of work experience, or
- Bachelor’s degree with five or more years of work experience.
Ideal For
- Business Leaders
- Technology Managers
- Consultants
- Founders
- Digital Transformation Leaders
Your choice depends on your career objectives rather than selecting the “best” program.
| Career Goal | Recommended Program |
| Learn Generative AI | Certificate in Generative AI |
| Deploy enterprise AI systems | Certificate in AI Engineering & MLOps |
| Earn an IIT postgraduate credential | ePGD in AI & Data Science |
| Build autonomous AI agents | Certificate in Agentic AI |
| Lead AI transformation | Certificate in Leadership with AI |
IIT Bombay’s AI portfolio covers almost every stage of an AI professional’s career, from executive leadership and Generative AI to advanced engineering and postgraduate education.
If your priority is practical LLM development, the Certificate in Generative AI offers focused industry training. Professionals interested in infrastructure and production deployment should consider AI Engineering & MLOps. Those seeking a formal academic qualification from IIT Bombay may find the ePGD the strongest option. Developers interested in autonomous AI systems should explore the Certificate in Agentic AI, while executives leading digital transformation will benefit most from Leadership with AI.
Whichever path aligns with your goals, each program combines IIT Bombay faculty expertise with flexible online learning designed specifically for working professionals.
