*As per NIRF Ranking 2024
The Advanced Certification Programme in Generative AI and Prompt Engineering is an intensive AI course that equips you with the knowledge and tools to build and deploy cutting-edge Generative AI solutions for real-world language and vision AI tasks. Participants will master selecting and deploying appropriate Generative AI tools and industry-standard LLMOps (Large Language Model Operations) methodologies. Designed and delivered by IISc Faculty, this four-month programme comprises live interactive sessions, industry-specific modules, campus visits, and capstones.
IISC is India’s premier institution for advanced scientific and technological research and education. IISc's reputation and pre-eminence attract the finest academicians trained in the best laboratories around the world in 2018. IISc was selected as an Institution of Eminence (IoE) by the Government of India, and it consistently figures among the top indian institutions in world university rankings. The alumni of IIsc hold significant academic and industry positions around the globe. For more information, https://www.iisc.ac.in/.
The Advanced Certification Programme in Generative AI and Prompt Engineering is an intensive AI course that equips you with the knowledge and tools to build and deploy cutting-edge Generative AI solutions for real-world language and vision AI tasks. Participants will master selecting and deploying appropriate Generative AI tools and industry-standard LLMOps (Large Language Model Operations) methodologies. Designed and delivered by IISc Faculty, this four-month course comprises live interactive sessions, industry-specific modules, campus visits, and capstones. For more information, visit http://cce.iisc.ac.in
You will learn from a dynamic IISc faculty group, all with academic and research credentials
from esteemed educational institutions.
Ph.D., Computational Mathematics, OvGU Germany
Professor, Department of Computational and Data Sciences, IISc
Research Expertise: AI, Computational Science, Scientific
Machine Learning (SciML),
Machine Learning Operations (MLOps)
Ph.D., Massachusetts Institute of Technology (MIT), USA, B.Tech and M.Tech, IIT Madras
Assistant professor in the Dept of Computational and Data Sciences,IISc
Research Expertise: Bayesian Learning, ML/AI for Environment Autonomy
Know MoreLearning Outcomes: Learn to tackle business problems using AI/ML by identifying suitable AI models and evaluating the appropriateness of GenAI. They will also understand neural networks and training models for GenAI applications through hands-on coding sessions.
Learning Outcomes: At the end of this module, you will be able to create your first generative AI application from concept to deployment, gain a comprehensive understanding of the end-to-end workflow and tools for building and deploying GenAI, and learn to integrate principles of Responsible and Trustworthy AI aspects in their designs.
Learning Outcomes: At the end of this module, you will learn the core principles of generative text models, delving into tokenization, multi-head attention mechanisms, and training techniques while also gaining detailed insights into encoder and decoder transformer models, data preparation and hands-on coding for fine-tuning foundational text generation models.
Learning Outcomes: At the end of this module, you will acquire a comprehensive understanding of the core concepts of generative vision models, delving into vision transformers, stable diffusion, and CLIP training procedures while also understanding foundational image and video generation models.
Learning Outcomes: At the end of this module, you will gain insights into LLMOPs with Low Code, No Code Platforms, developing comprehensive agentic workflows and end-to-end GEnAI solutions.
Learning Outcomes: At the end of this module, you will dive deep into advanced prompting strategies like Chain of Thought and ReAct styles, grasp the fundamentals of Retrieval Augmented Generation using vector databases and decoder-only transformer models, build a RAG system from scratch in a hands-on activity, and enhance their problem-solving skills with LLM Agents.
A 4-month executive-friendly Generative AI Certification perfected for professionals that includes
Classes starting from December 2024
The programme is ideal for
It’s a simple 4-step process
**Selection for the programme will be done by IISc and is strictly based on the education, work experience, and motivation of the participants.
Generative AI—a paradigm shift in the world of AI goes beyond analysing data to create entirely new, realistic datasets, paving the way for a new era of exploration and efficiency. Generative AI has the potential to significantly accelerate AI adoption, even for organisations lacking deep AI or data-science expertise. In many instances, this can be accomplished through APIs or by prompt engineering. The market for Gen AI is poised for explosive growth, reaching an estimated $200 billion by 2032, representing a significant chunk (20%) of the total AI spends. In fact a study by Gartner predicts that by 2025, over 10% of all data will be AI-generated, ushering in a new "Age of WithTM" where humans and AI collaborate seamlessly.
From being a boardroom discussion to actual deployment, we are slowly and steadily beginning to witness how Generative AI is accelerating experimental, consumer, and, soon, enterprise use cases. Here is how businesses are leveraging Gen AI
To help professionals explore and tap into this new frontier of AI, IISc has launched the Advanced Certification Programme in Generative AI and Prompt Engineering. This one of a kind AI Certification will empower you to be at the forefront of this exciting technological revolution.
The world of AI is on the cusp of a revolution with Generative AI leading the charge. As companies strive to get the most out of this new frontier, they need a new skill: prompt engineering.
Here are a few reasons why prompt engineering is an in-demand skill today.
India's #1 Research Institute and #1 University, IISc, is globally recognized for its academic and research excellence. Home to some of the remarkable achievements and milestones set in the history of science and technology, here are some of the reasons why IISc would benefit you in your career.
The programme brings a transformative learning experience, perfected for professionals.