• Program Duration

    4 months
  • Learning Format

    Live, Online, Interactive

Key Features

  • Academic Excellence by IITM Pravartak

    Earn a program completion certificate from IITM Pravartak

    2-day campus immersion at IIT Madras Research Park

  • Learn from the Experts

    70+ hours of core curriculum delivered in live online classes by industry experts

    Masterclasses delivered by faculty and alumni from IITM, other IITs, and IITM Pravartak

  • Experiential Learning through Practical Application

    Gain hands-on experience with Copilot, LangChain, OpenAI, DALL-E 2, Hugging Face & more

    Master GenAI apps and agentic AI development with 60+ exercises and 7 industry projects

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Essentials Skills You will Develop

  • Agentic Frameworks
  • Developing and Optimizing AI Agents
  • GenAI Application Development
  • Generative Adversarial Networks
  • Generative AI Governance
  • LLM Architecture
  • LLM Benchmarking
  • Langchain for Workflow Design
  • Prompt Engineering
  • Python Programming
  • Stable Diffusion
  • MultiAgent systems using MCP
  • Variational Autoencoders

Earn Professional Certifications

Program Certificate
Program Certificate
  • Program completion certificate from IITM Pravartak
  • Live masterclasses by faculty associated with IITM Pravartak
  • 2 day campus immersion at IIT Madras Research Park
  • Build Gen AI-enabled applications through 7 hands-on projects
Partnership with Microsoft
Partnership with Microsoft
  • Official course completion certificate hosted on the MS learn portal
  • Course content developed by Microsoft
  • Learn Copilot fundamentals and Retrieval Augmented Generation (RAG)
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Program Curriculum

Explore our advanced Applied Generative AI course to deploy cutting-edge techniques in real-world scenarios. Master GANs, VAEs, and Agentic frameworks while utilizing tools like ChatGPT, DALL-E 2, and Hugging Face. Develop LLM applications using MCP, Multi-agent systems, and RAG applications.

  • Kickstart your journey with our Applied Generative Specialization Program, covering all essential concepts in the generative AI domain. This unique Generative AI course is designed to elevate your career, providing comprehensive knowledge and skills to excel in the field.

  • Python Refresher with AI is the first step in your AI journey, building the technical foundation for advanced applications. This course introduces core programming concepts, including data types, operators, control structures, functions, loops, and error handling. By understanding these fundamentals, you'll take a crucial step toward tackling other courses in the Program In Applied Generative AI.

  • AI Literacy bridges the gap between Python skills and real-world AI applications, enabling you to assess AI feasibility and optimize AI-generated content. This course explores AI, machine learning, deep learning, and key breakthroughs shaping industries. While addressing AI security and ethics, you’ll dive into transformers, NLP, generative AI, and open-source tools like Hugging Face. Hands-on learning with GPT models will help you apply AI to business and creative contexts.

  • This course deepens your understanding of modern AI systems by exploring generative models and transformer-based architectures. This course covers VAEs, GANs, LLMs, and attention mechanisms, equipping you to design, fine-tune, and optimize AI models. With hands-on learning in LangChain and AI workflows, you'll gain the skills needed to develop scalable GenAI applications and assess their future impact across industries.

  • This course focuses on the hands-on implementation of LLM-driven solutions. This course covers advanced prompt engineering, LangChain frameworks, and fine-tuning techniques to create high-performance AI applications. You’ll build and deploy retrieval-augmented generation (RAG) systems, customize LLMs for domain-specific tasks, and evaluate model performance, equipping you with the skills to develop optimized, real-world AI solutions.

  • Discover the core principles of Agentic AI, covering essential design components such as perception, cognition, and action. Create advanced agent workflows with LangGraph, AutoGen, and CrewAI. Utilize the MCP protocol for effortless tool connectivity and interaction. Learn how enterprise adoption, governance, and security influence the evolution of agentic systems.

  • This course takes AI automation to the next level, enabling agents to generate and refine high-quality images. Leverage stable diffusion, denoising, and autoencoders to create visuals from text. Explore shared embedding spaces to enhance multimodal AI and develop custom AI-generated images for diverse applications. Expand your AI’s creative potential with practical techniques and real-world use cases.

  • As AI-generated content advances, responsible governance is essential for ethical, secure, and transparent AI systems. This course explores governance challenges, regulatory considerations, and best practices for deploying generative AI. Learn to mitigate risks, address bias and privacy concerns, and navigate legal compliance. Develop frameworks to ensure fairness, accountability, and trust in AI-driven industries.

  • In this final step, apply your skills to design, train, and deploy a functional generative AI solution. Address ethical concerns, bias mitigation, and regulatory compliance while ensuring technical excellence. This project reinforces real-world implementation, preparing you to create ethical, secure, and impactful AI solutions for business and society.

ELECTIVES
  • Explore the power of generative AI with Microsoft Azure, learning how advanced language models generate text, images, and code from natural language input. This course covers AI fundamentals, Azure AI tools, and responsible AI principles. Gain hands-on experience with Microsoft Copilot, prompt tuning, and content filtering while understanding ethical AI development and deployment on Azure.

  • Discover how Microsoft 365 Copilot enhances productivity by integrating AI into daily workflows. This course covers the basics of Copilot, showing how AI automates tasks and improves decision-making. Learn to extend Copilot’s capabilities using Microsoft Graph connectors and custom engine copilots. Gain practical skills to choose the best development path for your organization and effectively manage AI agents in the Microsoft 365 admin center.

  • Attend online interactive masterclasses by faculty and/or alumni from premier institutes such as IITM and other IITs to gain valuable insights into the latest advancements in technology and techniques within the realm of Generative AI.

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19+ Tools Covered

Azure AI Studio
Microsoft Copilot
ChatGPT
Langchain
python
Hugging Face
Open AI
Streamlit
Gradio
Gemini
Dalle.2
Chroma
Rouge
PyPdf
python_imaging_library
PyTorch
Faiss
MCP
Diffusers

Industry Projects

Program Advisor

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Who Is This Program For?

Career Support

Simplilearn Career Assistance

Simplilearn’s Career Services program, offered in partnership with Prentus, is a service that helps you to be career-ready for the workforce and land your dream job in U.S. markets.
Access to workshops, networking tools, and community support

Access to workshops, networking tools, and community support

Stay on top of your job hunt with a smart tracker and job board

Stay on top of your job hunt with a smart tracker and job board

Build an ATS-friendly resume using the AI Resume Builder

Build an ATS-friendly resume using the AI Resume Builder

Practice anytime with the AI-powered Mock Interview Coach

Practice anytime with the AI-powered Mock Interview Coach

Demand For Program

Generative AI is rapidly reshaping industries and roles worldwide. Market projections estimate an expansion to hundreds of billions of dollars by 2030, supported by strong annual growth. At the same time, GenAI is expected to add trillions of dollars in value to the global economy, as organizations adopt AI to drive innovation, efficiency, and new business models.


This Advanced Executive Program in Applied Generative AI helps you stay ahead of this shift. Whether you are advancing your current role or transitioning into AI, this program gives you the practical skills to design agents, build LLM applications, implement GenAI governance, and lead AI initiatives that matter.

Demand For Program

Program FAQs

  • How long does it take to complete the Advanced Executive Program in Applied Generative AI?

  • Who will be the faculty for this Applied Generative AI course?

  • What certificate will I receive after completing this Applied Generative AI course?

  • What are the eligibility requirements for this Applied Generative AI course?

  • What industries benefit the most from using Generative AI?

  • How will learning the Microsoft Copilot help in career advancement?

  • What are the key advantages of using RAG for business intelligence?

  • Can I change my cohort after enrolling in the program?

  • Can I get an extension if I need more time to complete the program?

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