• Program Duration

    11 months

  • Learning Format

    Live, Online, Interactive

Key Features

  • IHFC, TIH of IIT Delhi – Academic Excellence

    Earn a program completion certificate from IHFC, TIH of IIT Delhi

    Learn from IHFC associated faculty, researchers, and industry experts

  • GenAI Prowess

    Master generative AI, MLOps, NLP, agentic AI, and automation

    Work with 20+ tools like Python, TensorFlow, LangChain & ChatGPT

  • Hands-On Learning

    Apply your skills through 165+ guided exercises & 12+ real-world projects

    Attend academic masterclasses by the faculty of IHFC, TIH of IIT Delhi

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Essentials Skills You will Develop

  • Computer Vision
  • Deep Learning
  • Generative AI
  • Intelligent Automation Applications
  • Large Language Models LLMs
  • Machine Learning Algorithms
  • Model Evaluation and Validation
  • Model Training and Optimization
  • Natural Language Processing NLP
  • Prompt Engineering
  • Reinforcement Learning
  • Supervised and Unsupervised Learning

Earn Professional Certifications

Enhance your job market profile by earning reputable credentials.

Partnership With IHFC, TIH of IIT Delhi
Partnership With IHFC, TIH of IIT Delhi
  • Get a program completion certificate from IHFC, TIH of IIT Delhi
  • Online masterclass by IHFC, TIH of IIT Delhi Associated Faculty
Partnership With Microsoft
Partnership With Microsoft
  • Earn a certificate hosted on the Microsoft Learn portal
  • Access the Microsoft Learn portal
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Program Curriculum

Advance from AI foundations to real-world mastery in GenAI, ML, and automation. Follow a structured learning path, gain hands-on expertise with industry tools and specialised electives, and equip yourself to solve complex challenges and lead AI initiatives.

  • IHFC AIML: Program Induction

    Step into a unique and in-depth learning experience. You'll explore all key aspects of generative AI and machine learning while building the strong foundation you need for a successful career in this exciting field.

  • IHFC AIML: Python Refresher with AI

    The journey begins with Python, the foundational programming language for AI. This module will equip you with the essential programming skills needed to build, train, and deploy AI models. By mastering core Python concepts, you’ll establish the groundwork required to confidently tackle more advanced AI and ML topics throughout the program.

  • IHFC AIML: Applied Data Science with Python

    This module offers a hands-on introduction to data science and its practical uses. You'll learn the essentials of NumPy, apply linear algebra concepts in data analysis, and understand how NumPy and Pandas simplify data manipulation. It wraps up with data visualization techniques using Matplotlib and Seaborn to help you bring data insights to life.

  • IHFC AIML: Machine Learning

    This module covers the fundamentals of machine learning, starting with core concepts and moving into both unsupervised and supervised learning. You'll dive into classification techniques and real-world applications, then explore recommendation systems from basic principles to more advanced methods used in today’s AI-driven products.

  • IHFC AIML: Deep Learning Specialization

    This module introduces you to deep learning and the workings of artificial neural networks, including forward and backward propagation. You’ll learn how to build models using TensorFlow and Keras, optimize their performance, and apply advanced techniques like convolutional neural networks (CNNs) and transfer learning for object detection. The module also covers recurrent neural networks (RNNs) and autoencoders, rounding out your understanding of deep learning architectures.

  • IHFC AIML: GenAI Literacy

    This module introduces you to generative AI and the powerful GPT models behind it. You’ll explore key topics like prompt engineering, tool applications, and the practical use of GenAI across industries. The module also addresses critical considerations around security, bias, and the responsible use of these technologies.

  • IHFC AIML: Advanced Generative AI

    This module dives into the foundational role of transformers in today’s AI landscape, unpacking the architecture and key components of large language models. You’ll explore how attention mechanisms work, learn the core ideas behind generative models, and get hands-on with LangChain for LLM application development. The module also covers advanced prompt engineering techniques and guides you through benchmarking and evaluating LLM performance.

  • IHFC AIML: Capstone

    The program concludes with a capstone project, offering an opportunity to integrate the knowledge gained across all the modules. Under the guidance of expert mentors, you will take on a real-world business challenge and apply AI and GenAI concepts to build an end-to-end solution. The capstone not only tests technical and strategic skills but also helps build a portfolio-worthy project, demonstrating your job readiness and expertise to potential employers.

ELECTIVES
  • IHFC AIML: Academic Masterclass by IHFC on Intelligent Automation Applications and Robotics

  • IHFC AIML: Masterclass on Agentic AI

    Learn to design, build, and deploy intelligent agents that operate with minimal human input, using real-world frameworks. This masterclass equips you with the skills to stay ahead in a world increasingly powered by autonomous AI systems.

  • IHFC AIML: AI Impact Lab - Hands-On AI Use Cases with Prof. Madhusudhanan

    Explore how leading industries are applying AI to solve high-impact problems. From predicting CNC machine failures using regression models to detecting shelf compliance with computer vision, you’ll gain practical exposure to AI in action. Each use case is hands-on, industry-relevant, and designed to help you bridge the gap between theory and real-world implementation.

  • IHFC AIML: MLOps

    Learn to design CI/CD pipelines for continuous training, testing, and delivery of ML models. The module will help you apply infrastructure as code (IaC) principles and experiment with tracking tools for traceability. You'll also use services like SageMaker, CloudWatch, Lambda, and CodePipeline to deploy and monitor ML models in production while exploring real-world use cases and trends in production-ready AI systems.

  • IHFC AIML: ADL & Computer Vision

    Master convolutional neural networks (CNNs) for image analysis, including object recognition and localization. This module will help you apply optical character recognition (OCR) for document digitization and explore explainable AI (XAI) to understand the decisions made by deep learning. You’ll also become proficient in deploying advanced deep learning models for real-world applications.

  • IHFC AIML: NLP and Speech Recognition

    Dive into machine learning algorithms for natural language processing (NLP), focusing on understanding, feature engineering, and natural language generation. This module will help you gain expertise in automated speech recognition and conversion techniques. You’ll learn to develop voice-assisted tools, expanding your capabilities in conversational AI and voice interfaces.

  • IHFC AIML: Reinforcement Learning

    Understand the core principles of reinforcement learning (RL) and its applications. With this module, you’ll explore different RL techniques and algorithms using Python and TensorFlow. You’ll also gain practical experience in solving real-world problems with RL strategies, equipping yourself with the skills to tackle complex challenges using this powerful AI approach.

  • IHFC AIML: Microsoft Azure AI Fundamentals

    Explore artificial intelligence workloads and key considerations on Microsoft Azure. This module will help you gain an understanding of machine learning principles and features in Azure. You’ll learn about computer vision, NLP, and generative AI workloads available on Azure. This module will further deepen your knowledge of how to use Azure's capabilities to build and deploy AI-driven solutions.

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16+ Tools Covered

python
Langchain
ChatGPT
Open AI
Hugging Face
Gradio
Visual Studio Code (VS Code)
tensorflow
SciPy
ScikitLearn
Open CV
NumPy
MatPlotlib
pandas
Seaborn
keras

Industry Projects

Program Advisor

Program Trainers

Still have questions?

Our dedicated team is prepared to answer them.

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

AI is changing industries and careers faster than ever. Global jobs are already being impacted, with nearly 40% of them exposed to AI (Source: IMF). From generative AI creating new business models to automation transforming how work gets done, companies need leaders who can drive this change. According to McKinsey, GenAI alone is forecast to add $2.6–$4.4 trillion to the global economy.
 

This Generative AI, ML, and intelligent automation course helps you lead this shift. Whether you're entering the tech space or looking to advance your career, now is the moment to gain in-demand skills in AI, ML, and emerging technologies. In just 11 months, master GenAI, machine learning, and intelligent automation to turn today’s AI disruption into your career’s most significant opportunity.

Demand For Program

Program FAQs

  • What is the Professional Certificate Program in Generative AI, Machine Learning, and Intelligent Automation?

    The Professional Certificate Program in Generative AI, Machine Learning, and Intelligent Automation by IHFC, TIH of IIT Delhi, powered by Simplilearn, is an 11-month online course designed for professionals aiming to build strong AI skills. It covers Python, data science, machine learning, deep learning, generative AI, MLOps, and NLP. The program offers live classes, hands-on labs, real-world projects, and masterclasses by the IHFC, TIH of IIT Delhi faculty.

  • How is this course relevant to today’s job market?

    This course helps you gain the skills employers are looking for in AI, machine learning, and intelligent automation. AI is transforming industries like IT, finance, healthcare, and manufacturing, and companies need professionals who can build and manage intelligent systems. According to PwC’s 2025 Global AI Jobs Barometer, AI makes workers more valuable, even in jobs that can be automated. It teaches you key skills in GenAI, NLP, MLOps through hands-on projects and over 20 industry tools. It prepares you for roles like AI/ML Engineer, Automation Specialist, and GenAI Consultant, helping you stay competitive in the growing AI job market.

  • How does this course prepare professionals for real-world AI challenges?

    The program takes a practical, structured approach to learning. You'll gain real-world experience through:

    • Hands-on projects and guided lab exercises based on real industry scenarios

    • Use of tools like ChatGPT, LangChain, and TensorFlow

    • Coverage of the entire AI workflow: data preparation, model development, deployment, and monitoring

    • Live expert-led sessions and IHFC, TIH of IIT Delhi faculty masterclasses

    • Learning through the AI Impact Lab, which explores real business problems


    This combination ensures you develop both theoretical depth and practical confidence to build and implement AI solutions.

  • What topics are covered in this program?

    This program by IHFC, TIH of IIT Delhi, covers a wide range of topics to build your skills from fundamentals to advanced concepts in artificial intelligence and machine learning. Key areas included are:

    • Python programming and data science fundamentals

    • Data wrangling, visualisation, and analysis using NumPy, Pandas, and Matplotlib

    • Machine learning techniques: regression, classification, and ensemble models

    • Deep learning with applications in computer vision and neural networks

    • Generative AI: large language models, prompt engineering, transformers

    • Advanced GenAI topics: transformers, foundation models

    • Natural language processing and speech recognition

    • MLOps for scalable model deployment and monitoring

    • Reinforcement learning and decision-making systems

    • Intelligent automation tools and AI system integration

    This program combines expert-led live sessions, IHFC, TIH of IIT Delhi faculty masterclasses, and real-world projects for hands-on learning.

  • How many industry projects are included in the course?

    The course includes more than 12 industry-aligned projects from various domains and use cases in AI, machine learning, and intelligent automation, helping you build a solid portfolio for career growth.

  • What are the eligibility criteria for this professional certificate in machine learning?

    To enroll in this professional certificate program in machine learning, learners must hold a bachelor’s degree with a minimum of 50 percent marks. A basic understanding of programming and mathematics is recommended. While prior work experience is not mandatory, having two years of professional experience is preferred to benefit from the program fully.

  • What is the duration of the program?

    The IHFC, TIH of IIT Delhi program is an 11-month live online course designed to suit the schedule of working professionals that includes masterclasses, hands-on labs, and projects.

  • Are financing options or scholarships available?

    Yes, financing options are available to help you join the program. You can opt for flexible payment plans, including no-cost EMI. While scholarships are not assured, you can check with an admissions advisor to see if any limited-time offers or benefits are applicable.

  • How do I apply to this program?

    You can apply to this program in three simple steps. 

    • First, fill out the application form available on the program page

    • After you submit your details, a program advisor will contact you to review your profile and check your eligibility

    • They will also guide you through the available payment options and help you complete your enrollment

  • Is there a refund policy once I enroll in this IHFC, TIH of IIT Delhi course?

    Yes. To learn more, please read the Refund Policy.

About IHFC - TIH of IIT Delhi and Simplilearn Partnership

IHFC (I-Hub Foundation for Cobotics), the Technology Innovation Hub of IIT Delhi, was established under the National Mission on Interdisciplinary Cyber-Physical Systems (NM-ICPS) by the Department of Science and Technology, Government of India. Focusing on sectors like Medical, Agriculture, Industry, and Defence, IHFC drives innovation through R&D, entrepreneurship, skill development, and global collaboration. 

In partnership with Simplilearn, this initiative aims to empower India’s workforce by offering high-impact upskilling opportunities in emerging technologies. The collaboration bridges the gap between academia, research, and industry, equipping professionals with future-ready skills in AI/ML, data-driven decision-making, and intelligent automation applications for real-world impact.

About IHFC - TIH of IIT Delhi and Simplilearn Partnership