Advanced Certificate Program in
Generative AI in
Association with E&ICT Academy, IIT Guwahati
Touch the Future: Learn to create your own next-gen AI models
Introducing The Advanced Certificate Program In Generative AI With E&ICT Academy IIT Guwahati
The Advanced Certificate Program in Generative AI is a befitting course for Engineers, IT, Software & Data Professionals who are looking to penetrate into the realm of AI. Joining this program shall help you delve into the world of artificial intelligence that can create new and original content from text, images, audio, and video. We'll explore the different types of generative AI models, their applications, the ethical considerations of this technology, and the real-world use cases that are transforming industries. Get ready to liberate your inner AI artist and explore the vast potential of generative AI.
Curriculum by IIT Guwahati & Industry Experts
Experience the fusion of academic excellence and industry relevance. Dive into a top-tier learning environment to nurture the next wave of generative AI innovators.
Access to LinkedIn Learning and iimJOBS & Hirist
Enjoy 6 months of access to LinkedIn Learning for further exploration of Generative AI concepts. Additionally, access iimJobs & Hirist for personalised job recommendations and networking opportunities with top employers.
Learn from IIT Guwahati & Industry Experts
Join live sessions with IIT Guwahati faculty and industry experts to explore critical concepts, gain valuable insights, and deepen your understanding of generative AI.
Hands-on experience with Industry-Leading Tools
Master the tools shaping the future of content creation. Dive deep into AI-powered text, image, and video creation with hands-on projects that make a real-world impact.
3-Day Campus Immersion at IIT Guwahati
Immerse yourself in a 3-day campus experience at IIT Guwahati, fostering meaningful connections with peers, faculty, and industry professionals. Gain firsthand insights and broaden your perspective on the generative AI landscape.
Prestigious Certification from E&ICT, IIT Guwahati
Earn a prestigious certification from E&ICT Academy, IIT Guwahati, validating your expertise in generative AI. Elevate your career prospects with tangible proof of your knowledge and skills in this cutting-edge field.
Why Choose E&ICT Academy IIT Guwahati?
Programme Director
Dr. Debanga Raj Neog
PhD | Assistant Professor
Dr. Debanga Raj Neog, an assistant professor at IIT Guwahati's Mehta Family School of Data Science and Artificial Intelligence, holds a Ph.D. in Computer Science from UBC, Canada, and a B.Tech in Electronics and Communication Engineering from IIT Guwahati, India. With over 14 years of experience, he specializes in computer vision, graphics, and machine learning, garnering awards like the Young Scientist Award and Mitacs Globalink Research Award. Formerly a co-founder of Nytilus Inc., he's contributed to esteemed journals and advises AI startups. Beyond academia, he's passionate about travel and engages in social outreach endeavors.
Programme Director
Ankur Singh Bist
PhD | Professor | Senior AI Consultant & Researcher
Ankur Singh Bist is a dynamic professional who is passionate about technology and innovation. With a background in computer science, he thrives in roles that demand creativity and problem-solving. Currently excelling in software development at Wipro Limited, Ankur has a proven track record of delivering high-quality solutions. His expertise spans across various domains, including web development and cloud computing. Ankur is committed to continuous learning and seeks to make meaningful contributions to the tech industry.
Curriculum Highlights
This program blends E&ICT Academy IIT Guwahati’s education expertise with Imarticus’ competence in providing learners with future-focused, outcome-oriented learning experiences.
Topics
Overview of generative AI and its significance.
Types of generative models (e.g., GANs, VAEs).
Ethics and implications of generative AI.
Exploring Generative AI Use Cases
Topics
Text generation with neural networks
Language modeling techniques
Sequence-to-sequence architecture
Applications in machine translation and summarization
Building chatbots with generative text models
Natural Language Processing (NLP) for chatbots
Tools
Python with libraries such as TensorFlow, PyTorch, or Keras
Natural Language Processing (NLP) libraries like NLTK or spaCy.
Participants will build a basic chatbot using generative text models.
Topics
Introduction to GANs
GAN architecture and components
Principles of image generation using GANs
Training GANs on image datasets
Practical implementation of GANs for image generation
Fine-tuning GANs for specific image styles
Tools
Python with deep learning frameworks like TensorFlow or PyTorch.
Image processing libraries such as OpenCV.
Jupyter Notebook for coding exercises.
More tools: Midjourney, Bing Image Generator, Photoshop Generative Fill
Participants will develop a tool to generate images using GANs.
Topics
Using generative models for data augmentation.
Augmenting image and text data.
Applying augmented data to improve machine learning models.
Data augmentation best practices.
Fundamental Concepts and Techniques in Code Generation
Compilation Strategies and Techniques for Optimized Execution
Mastery of Advanced Augmentation Techniques
Leveraging Augmented Datasets for Transfer Learning and Enhanced Performance
Analysis of Case Studies and the Practical Deployment of Augmented Models
Tools
Python with data augmentation libraries like Augmentor or Albumentations.
Participants apply data augmentation techniques to improve image classification models.
Topics
Introduction to audio generation using AI
Audio representation and generative methods
Design and development of an Interactive Voice Response (IVR) system
Integrating generative AI for voice prompts and responses
Integrating audio generation into the IVR system
Real-world applications of AI-powered IVR
Tools
Python with libraries for audio processing like Librosa
Tools for building an IVR system, such as Twilio or Asterisk.
IDE for development, e.g., PyCharm or Visual Studio Code.
Audio Generation Application and IVR Integration
Topics
Introduction to video generation using AI
Video representation and generative methods.
Practical experience in creating AI-generated videos
Fine-tuning generative models for video.
Tools
Python with deep learning frameworks.
Video editing software (e.g., Adobe Premiere Pro, FFmpeg) for working with generated videos.
Participants design a tool to generate videos using generative AI.
Topics
Generative AI in Creative Industries
Ethical Considerations
Design and Implement a Generative AI Project
Presentation and Evaluation
Will I Get Certified?
Upon successfully completing the program, you'll earn an Advanced Certificate in Generative AI from E&ICT Academy IIT Guwahati.
Admission Process
Program Fee
₹ 165,000 + GST
FAQs
About The Program
The duration of the course is 6 months and 140 hrs of training.
After completing the program, you'll earn an Advanced Certification in Generative AI with E&ICT Academy IIT Guwahati.
The classes are designed to fulfil the requirements of working professionals, so they are scheduled during the weekends. All live interactive classes will happen online on Zoom.
We recommend that you attend all of the classes. However, if you miss a class, you can request a live recorded session. You can gain insights by watching the uploaded session on the learning platform.
You are required to attend at least 80% of the live sessions to be eligible for certification.
After completing the course, you can participate in a three-day campus immersion program at IIT Guwahati. During your visit, you will have the opportunity to meet with IIT faculty and peers and establish a valuable industry network. However, the students will be responsible for their transportation and lodging.
The 3-hour live sessions will be scheduled on weekends, Saturdays and Sundays.
The IIT faculty will train and help you build a solid foundation. Industry experts will provide hands-on learning through projects and exercises.
As your core learning is happening via online live-interactive lectures, you will get recordings of the classes to review at your convenience. You will get access to our LMS, from which you can access all. You will also get access to practice projects, additional study material and quizzes on our fully integrated online learning portal.
Eligibility
Eligibility Criteria
- Bachelor's/Master's degrees in Computer Science/Engineering/Math /Statistics/Economics
- Minimum of 50% marks in graduation.
- Prior understanding of ML concepts is preferred
Admission Process:
Our program counsellors will capture your academic and professional details. Your profile will be reviewed, and you will be invited for the pre-admission interview. Once you are shortlisted, you will receive an offer letter. You can pay the registration fee and enrol in the program.
It is a non-refundable amount to be paid to reserve your seat in the batch. However, you can pay the total fee on a later due date and reserve your seat.
Career Assessment Support
Imarticus Learning will offer career assistance. E&ICT Academy, IIT Guwahati will certify the candidates.
This programme does not offer placement guarantees or job guarantees. Imarticus shall provide following services to assist you in your career progression and job search
- Resume and LinkedIn Profile Building
- Mock Interviews
- Career Mentorship
- Access to IIM Jobs and Hirist
Imarticus will provide career Services to students who successfully complete the course. In addition, we will help you build your resume and prepare you with workshops and mock interviews.
Payment
Yes, we have scholarships available based on merit and experience. Please contact your program advisor for more details.
For more about the Imarticus Refund Policy, click here.
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