• Learning Format

    Self-Paced Learning

Why Join this Program

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    Earn a Elite Certificate

    Receive a certificate of program completion from IITM Pravartak Technologies Foundation

    Receive a certificate of program completion from IITM Pravartak Technologies Foundation

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    Learn Modern AI Tools

    Explore Copilot, ChatGPT, Azure AI Studio, OpenAI and other tools with access to integrated labs

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    Attend Academic Masterclasses

    Boost your AI skills via live masterclasses led by faculty and/or alums from IITM and other top IITs

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    Unlock Campus Immersion

    Get an opportunity to attend a 2-day campus immersion at IIT Madras Research Park

Corporate Training

Enterprise training for teams

Applied Gen AI Course Overview

This Applied Generative AI course will equip you with the skills to deploy generative AI techniques in real-world scenarios. You will gain a comprehensive understanding of applied generative AI, from mastering concepts like GANs, VAEs, and prompt engineering to exploring advanced topics such as LLM application development, RAG, and fine-tuning.

Post Graduate Program Advantage

Gain a competitive edge through practical learning in the dynamic field of Generative AI. Develop expertise in prompt engineering, LLMs, fine-tuning methods, LLM application development and explore the intriguing realm of Applied Generative AI.

  • Program Certificate

    Partnering with IITM Pravartak

    • Earn a program certificate directly from IITM Pravartak Technologies Foundation within 90 days of program completion
    • Attend masterclasses led by faculty and/or alumni from premier institutes such as IITM and other IITs
    • Become eligible for a 2-Day campus immersion at IIT Madras Research Park
  • Microsoft Azure Certificate

    Collaborating with Microsoft

    • Access course completion badges/certificates on the Microsoft Learn portal
    • Learn Copilot fundamentals and Retrieval Augmented Generation (RAG)

Program Details

Explore our advanced Applied Generative AI course to deploy cutting-edge techniques in real-world scenarios. Master GANs, VAEs, and prompt engineering, while utilizing tools like ChatGPT, DALL-E 2, OpenAI, and Hugging Face. Develop LLM applications, and hone fine-tuning skills.

    15+ Skills Covered

    • Python Programming
    • Explainable AI
    • Prompt Engineering
    • Variational Autoencoders
    • Generative Adversarial Networks
    • Transformers
    • LLM Architecture
    • Retrieval Augmented Generation
    • Attention Mechanism
    • Langchain for Workflow Design
    • GenAI Application Development
    • LLM FineTuning
    • LLM Benchmarking
    • Stable Diffusion
    • Generative AI Governance

    Industry Projects

    • Project 1

      Crafting an AI powered HR Assistant

      Develop a virtual assistant designed to answer queries related to Nestle's HR policy. Leverage Python libraries and OpenAI's GPT model for accurate and efficient query responses.

    • Project 2

      Building a Creative Logo Designer

      Use OpenAI's DALL-E and Gradio UI to develop an innovative logo builder. The app creates unique and stunning logos from text prompts, revolutionizing the logo design process.

    • Project 3

      Conversational chatbot that interacts with documents

      Create a conversational chatbot able to engage users in meaningful dialogues, answer queries, offer recommendations, and aid tasks using provided documents as inputs.

    • Project 4

      Finetune Falcon7b Personalized LLM Instance

      Embark on building a personalized language model with Falcon-7b. Utilize personalized LLM technique to explore text generation capabilities by providing task examples as inputs.

    • Project 5

      Developing an Image Generation App with LangChain

      Create an application that uses LangChain to connect OpenAI API to DALL-E. This image generation application turns written descriptions into lifelike pictures and artwork

    • Project 6

      Develop a Shopping App Using Python

      Develop a Python shopping app with login features, category management, cart functionality, and payment options. Backend only, no UX/UI or database needed.

    • Project 7

      Create an Online Car Rental Platform

      Create an online car rental platform where customers can view and rent cars hourly, daily, or weekly. Use Python OOP for development.

    • Project 8

      Crafting an AI powered Business Analysis Tool

      Develop an AI-powered tool that analyzes business data, generates insights, and provides actionable recommendations using NLP and Retrieval-Augmented Generation(RAG).

    Disclaimer - The projects have been built leveraging real publicly available datasets from organizations.

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    An Immersive Learning Experience

    Peer to Peer engagement

    Get the real classroom experience. Interact with learners and engage with mentors in real-time via Slack.

    Flexi Learn

    Missed a class? Access recordings to always maintain learning progress and keep up with your cohort.

    Mentoring session(s)

    Expert guidance sessions from mentors for doubt clarifications, project assistance, and learning support.

    Learning Support

    Get a dedicated Cohort Manager for all your queries and help you succeed at every learning step.

    Peer to Peer engagement
    Get the real classroom experience. Interact with learners and engage with mentors in real-time via Slack.
    Flexi Learn
    Mentoring session(s)
    Learning Support

    Industry Trends

    Generative AI, at the forefront of technological innovation, is witnessing exciting trends that shape its trajectory in diverse domains. The evolution of language models, like GPT-4, showcases advancements in natural language generation.

    Job Icon$667.9 Bn

    Expected Generative AI Market Size by 2030

    Source: Fortune Business
    Job Icon24.4%

    The global Gen AI market's projected annual growth rate from 2023-2030

    Source: Statista
    Job Icon$4.4 Tn

    Expected value added by Generative AI to the global economy annually

    Source: Mckinsey

    Batch Profile

    The Executive Program in Applied Generative AI caters to working professionals across different industries. Learner diversity adds richness to class discussions and interactions.

    • The class consists of learners from excellent organizations and diverse industries
      Industry
      Information Technology - 43%Software Product - 13%Manufacturing - 20%Pharma & Healthcare - 7%BFSI - 7%Others - 10%
      Companies
      Nvidia
      OpenAI
      Netflix
      Google
      Microsoft
      IBM
      LinkedIn
      Apple
      Deloitte
      Bosch
      Accenture
      Siemens

    Admission Details

    Application Process

    The application process consists of three simple steps. Upon selection, candidates will receive an offer of admission, which they can secure by remitting the admission fee.

    STEP 1

    Submit Application

    Tell us a bit about yourself and why you want to do this course

    STEP 2

    Reserve Your Seat

    An admission panel will shortlist candidates based on their application

    STEP 3

    Start Learning

    Selected candidates can join the program by paying the admission fee

    Eligibility Criteria

    For admission to this Executive Program in Applied Generative AI, candidates should:

    Have a bachelor's degree with an average of 50 percent or higher marks
    Have a basic understanding of programming concepts and mathematics
    Preferably, have 2+ years of professional experience

    Apply Now

    Program Benefits

    • Certificate from IITM Pravartak Technologies Foundation
    • Attend a 2-day campus immersion at IIT Madras Research Park
    • 70+ hours of curriculum delivered in live online classes
    • Build Gen AI-enabled applications through hands-on projects
    • Exposure to ChatGPT, Azure AI Studio, Copilot, & more
    • Acknowledgement
    • PMP, PMI, PMBOK, CAPM, PgMP, PfMP, ACP, PBA, RMP, SP, OPM3 and the PMI ATP seal are the registered marks of the Project Management Institute, Inc.