• Admission Date

    Announcing Soon
  • Program Duration

    11 months
  • Learning Format

    Live, Online, Interactive

Key Features

  • Leverage the prestige of IIT Guwahati

    Program certificate and 'Executive Alumni Status' from the E&ICT Academy, IIT Guwahati

    Opportunity to attend a campus immersion program hosted by IIT Guwahati

  • Learn from leading experts

    Curriculum delivered in live online classes by experienced industry veterans

    Interactive masterclasses led by IIT Guwahati faculty and IBM experts

  • Industry-Relevant Learning Approach

    Exposure to ChatGPT, Hugging Face, DALL-E 2, and other prominent GenAI tools

    Practical learning through 25+ hands-on projects and 3 capstone projects

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Essentials Skills You will Develop

  • Chatbot Development
  • Computer Vision
  • Deep Learning
  • Ensemble Methods
  • Generative AI
  • Machine Learning Algorithms
  • Model Evaluation and Validation
  • Model Training and Optimization
  • Natural Language Processing
  • Prompt Engineering
  • Reinforcement Learning
  • Speech Recognition
  • Statistics
  • Supervised and Unsupervised Learning

Earn Professional Certifications

Program CertificateProgram Certificate
Program Certificate
  • Program certificate from E&ICT Academy, IIT Guwahati
  • Lifetime 'Executive Alumni Status' from E&ICT Academy, IITG
  • Industry-recognized IBM certificates for IBM courses
  • Applied learning through 25+ hands-on projects and 15+ tools

Gen AI and Machine Learning Course Curriculum

Thoughtfully curated, this Generative AI and Machine Learning program guides you through essential programming concepts, practical data science, and advanced AI applications. From mastering Python fundamentals to delving into modern AI technologies, this program will help you transform your career.

  • Embark on a comprehensive learning adventure with our Generative AI and Machine Learning Certificate Program. Delve into the essential concepts of generative AI and machine learning, equipping yourself with the knowledge and skills needed to launch your career in this dynamic field.

  • This course equips you with essential Python programming skills that will serve as the building blocks for your entire program journey. You will learn to implement artificial intelligence (AI) and machine learning (ML) algorithms, analyze data, and effectively build intelligent systems using Python.

  • Developed by IBM, this course teaches how to utilize Python for data science. By the end of this course, you'll be proficient in writing Python scripts and conducting essential hands-on data analysis in a Jupyter-based lab environment.

  • This course covers essential data science principles, including data preparation, model development, and evaluation. You'll learn key Python concepts like strings, Lambda functions, and lists. You'll dive into NumPy, linear algebra, and statistical concepts such as central tendency, dispersion, skewness, covariance, and correlation. Explore hypothesis testing methods like Z-tests, T-tests, and ANOVA.

  • Explore different types of machine learning and their applications, study the entire pipeline, and focus on supervised learning with regression models and classification algorithms. Learn unsupervised learning, clustering techniques, and ensemble modeling. Evaluate frameworks like TensorFlow and Keras, and gain hands-on experience with PyTorch to build a recommendation engine.

  • Designed by IBM, this course will elevate your machine learning skills by offering a thorough understanding of deep learning with TensorFlow and Keras. You'll master deep learning concepts, allowing you to build artificial neural networks and navigate layers of data abstraction. By harnessing the full potential of big data, this course will prepare you to explore new frontiers in artificial intelligence.

  • This course delves into the fundamentals and applications of deep learning, highlighting its distinctions from machine learning. Key topics include neural networks, forward and backward propagation, TensorFlow 2, Keras, performance optimization, model interpretability, CNNs, transfer learning, object detection, RNNs, autoencoders, and PyTorch

  • This course offers an extensive exploration of cutting-edge AI concepts, including generative AI, prompt engineering, LLMs, and ChatGPT, among others. Participants will attain a deep practical understanding of these topics, learning how to effectively apply them across various business contexts. Additionally, the course delves into the intricate workings of prompt engineering and its pivotal role in crafting customized outputs to meet specific needs.

  • Explore the creative potential of artificial intelligence with this Generative AI course. Dive into generative models like Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs), as well as Large Language Models (LLMs) and Transformer architectures. Learn about attention mechanisms, LangChain Workflow Design, and advanced prompt engineering. Gain expertise in developing applications with cutting-edge LLMs and refine them for specific tasks and domains.

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15+ Tools Covered

ChatGPT
Open AI
Dalle.2
Hugging Face
python
Gradio
Langchain
tensorflow
keras
NLKT
NumPy
Open CV
ScikitLearn
MatPlotlib
Django-n

Industry Projects

Generative AI Machine Learning Program Advisor

Program Trainers

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Total Program Fee

Program Fee $ 2,500

Pay in Installments

As low as

You can pay monthly installments using Splitit or Klarna.These plans are offered with low APR and no hidden fees.

Who Is This Program For?

How to apply

  • 1
    Submit Application

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

  • 2
    Reserve Your Seat

    An admission panel will shortlist candidates based on their application

  • 3
    Start Learning

    Selected candidates can join the program by paying the admission fee

Start Application

Demand for Generative AI Machine Learning in 2025

The demand for Generative AI and Machine Learning courses is surging due to the rapid growth and adoption of AI technologies across various industries. The generative AI market is projected to reach $667.9 billion by 2030, according to Fortune Business Insights, creating vast opportunities for trained professionals. McKinsey reports that generative AI could add $4.4 trillion annually to the global economy, highlighting its transformative potential and the crucial role of AI and ML experts.

As AI integrates into healthcare, finance, automotive, and retail, the job market for AI and ML professionals is expanding rapidly. Companies view AI and ML as essential for innovation and competitive advantage, driving sustained demand for skilled experts. Enrolling in our Generative AI and Machine Learning certification program provides you a strategic advantage, offering comprehensive knowledge and practical experience to position yourself at the forefront of technological innovation.

Demand for Generative AI Machine Learning in 2025

Know More About This Program

What is a Professional Certificate Program in GenAI & Machine Learning?

A Professional Certificate Program in Generative AI and Machine Learning is an advanced training course designed to equip learners with expertise in AI technologies, including generative models and machine learning techniques. 

This Gen AI Machine Learning course offers hands-on experience with tools like GANs, transformers, and neural networks, enabling participants to solve real-world problems. This program is ideal for building a career across industries in high-demand AI/ML roles.


Expertise gained after this Gen AI and machine learning online course

Advanced AI/ML techniques: Expertise in generative models (GANs, transformers) and deep learning.

Model Development & Optimization: Skills in designing, training, and optimizing machine learning models.

Hands-on experience: Proficiency with tools like TensorFlow, PyTorch, and Keras.

AI-driven problem solving: Ability to apply AI/ML solutions to real-world challenges.

Research & Innovation: Exposure to cutting-edge trends and research in generative AI.

Tools knowledge covered in this Gen AI and ML program 

  • TensorFlow

  • Keras

  • NumPy

  • Matplotlib/Seaborn

  • Hugging Face Transformers

Why choose this  Gen AI and ML course? 

The Simplilearn X E&ICT Academy, IIT Guwahati Generative AI and Machine Learning certification offers a unique blend of academic excellence and industry relevance. Delivered in collaboration with E&ICT Academy, IIT Guwahati, one of India’s premier institutions, the program provides a cutting-edge curriculum covering advanced topics like Generative Adversarial Networks (GANs), transformers, and neural networks. 

Learners benefit from live interactive masterclasses led by IIT Guwahati faculty and industry experts; this program emphasizes hands-on learning with real-world projects and capstone assignments. Learners receive a prestigious certificate co-branded by E&ICT Academy, IIT Guwahati and Simplilearn, enhancing their professional credibility. 

With its flexible structure tailored for working professionals, access to Simplilearn’s comprehensive learning platform, and career support services, the program equips participants to excel in high-demand roles. After completing the generative AI and machine learning course, one can get into positions like AI Specialist and Machine Learning Engineer.

Who should enroll in this Generative AI Machine learning course?

E&ICT Academy, IIT Guwahati  Generative AI and Machine Learning certification is ideal for diverse learners and professionals looking to enhance their skills and career prospects in AI and ML. Here’s who should consider enrolling:

  1. Aspiring AI/ML professionals- Individuals looking to build a strong foundation in artificial intelligence and machine learning to kickstart their careers in this rapidly growing field.

  2. Data Scientists and Analysts- Professionals who want to advance their skills by mastering generative models, deep learning, and cutting-edge AI techniques.

  3. Software Developers and Engineers- Those interested in transitioning to AI/ML roles or integrating AI capabilities into software applications.

  4. Tech Enthusiasts- Individuals passionate about exploring AI innovations, such as generative models like ChatGPT, DALL·E, and GANs.

  5. Business and Product Managers- Professionals seeking to understand AI and ML to drive product innovation, improve decision-making, and manage AI-driven projects effectively.

  6. Researchers and Academicians- Academics looking to delve into advanced AI research or enhance their teaching expertise with state-of-the-art AI knowledge.

  7. Entrepreneurs and start-up founders- Innovators aiming to leverage AI and ML to create impactful solutions, automate processes, and build AI-powered products.

  8. Working professionals- Individuals looking to upskill and remain competitive as AI transforms healthcare, finance, marketing, and manufacturing industries.

How does a Generative AI and Machine Learning online course help to grow professionally?

E&ICT Academy, IIT Guwahati Generative AI and Machine Learning program boosts your professional growth by equipping you with in-demand skills and expertise. Here are some of the professional benefits that it offers:

  1. Gain a deep understanding of advanced AI concepts, generative models, and machine learning techniques.

  2. Hands-on experience with tools like TensorFlow, PyTorch, and frameworks for Generative Adversarial Networks (GANs) and transformer-based models.

  3. Opens doors to high-paying and in-demand positions such as AI Specialist, Machine Learning Engineer, or Data Scientist across industries like tech, healthcare, finance, and e-commerce.

  4. Stay ahead in the competitive job market by mastering technologies powering chatbots, recommendation systems, and generative tools like ChatGPT or DALL·E.

  5. Interact with peers, industry experts, and mentors, fostering connections that can lead to collaborations or referrals.

  6. A certificate from E&ICT Academy, IIT Guwahati enhances your profile, demonstrating commitment and expertise to potential employers.

  7. Expand your career options by applying AI/ML knowledge to diverse fields like marketing, automation, content creation, and product design.

Career opportunities after the PCP in Generative AI and Machine Learning 

  • Machine Learning Engineer

  • AI Specialist

  • Data Scientist

  • Generative AI Developer

  • Research Scientist – AI/ML

  • AI Product Manager

  • Deep Learning Engineer

  • Natural Language Processing (NLP) Specialist

  • Computer Vision Engineer.

  • AI Consultant

  • Robotics Engineer

  • Innovation Strategist in AI

  • AI Educator/Trainer.

More about  E&ICT Academy, IIT Guwahati

The Indian Institute of Technology (IIT) Guwahati, established in 1994, is one of India's premier engineering and technology institutions. Located in the serene environment of North Guwahati, Assam, its sprawling campus overlooks the picturesque Brahmaputra River, offering a unique blend of modern infrastructure and natural beauty. Renowned for its cutting-edge research, IIT Guwahati excels in diverse fields such as computer science, nanotechnology, and renewable energy. It offers undergraduate, postgraduate, and doctoral programs, fostering innovation and academic excellence. The institute’s emphasis on interdisciplinary learning and collaboration makes it a hub for aspiring scientists, engineers, and entrepreneurs.

Program FAQs

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  • Are there any prerequisites for enrolling in the generative AI and machine learning course?

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  • Are there any live projects or hands-on training in this generative AI and machine learning course?

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E & ICT Academy, IIT Guwahati and Simplilearn Partnership

E & ICT Academy, IIT Guwahati and Simplilearn Partnership