Advanced Certification in AI and MLOps - IISc

IISc's PG Level Advanced Certification Programme in AI and MLOps offers comprehensive training in machine learning operations. This 9-month program combines theoretical foundations with practical implementation, featuring live interactive sessions, hands-on labs, and campus visits. Learn from distinguished IISc faculty and gain expertise in building, deploying, and scaling AI/ML models using industry-standard MLOps tools and practices.

Instructors:

Prof. Deepak Subramani

Prof. Sashikumaar Ganesan

English

Duration:
9 Months

₹ 3,80,000

Add to compare

Overview

IISc's AI and MLOps program combines theoretical knowledge with practical implementation through a comprehensive curriculum designed by distinguished faculty. The program includes hands-on labs, real-world projects, and campus visits to provide a well-rounded learning experience.

Why Technology & Analytics?

The program offers unique advantages including certification from India's #1 research institute, expert faculty with global credentials, hands-on learning through labs and projects, and the opportunity to experience the IISc campus environment.

What does this course have to offer?

Key Highlights

Industry-recognized certification
Live interactive sessions
Hands-on practical labs
Real-world capstone projects
Direct faculty interaction
Two campus visits
Career support and networking

Who is this programme for?

AI/ML practitioners seeking MLOps expertise
Tech professionals transitioning to AI/MLOps
Tech ops professionals upgrading skills
Professionals with 2+ years experience

Minimum Eligibility

B.E/B.Tech/M.E/M.Tech/M.Sc/MBA with min 50% marks
Minimum 2 years professional experience
Basic coding knowledge required

Who is the programme for?

The program follows a rigorous selection process including application review and evaluation by the IISc committee. Candidates must meet educational and experience requirements, and demonstrate basic coding knowledge.

Important Dates

Selection process

How to apply?

Curriculum

The curriculum spans foundations of ML/AI, computer vision, MLOps implementation, NLP, and advanced topics in generative AI and distributed computing. It includes practical training in cloud platforms, version control, and containerization.

There are 9 semesters in this course

The program is structured across 9 modules covering essential areas of AI and MLOps. Starting with mathematical foundations and programming prerequisites, it progresses through ML fundamentals, computer vision, system design, MLOps practices, NLP, and advanced topics in representation learning and parallel computing.

Module 0

Module 1

Module 2

Module 3

Module 4

Module 5

Module 6

Module 7

Module 8

Programme Length

9-month executive program with flexible weekend schedule

Tuition Fee

The program fee is ₹3,80,000 + 18% GST with scholarship options available. The fee includes course materials, online access, and mentorship. Campus visit costs are additional.

Fee Structure

Payment options

Financing options

Financial Aid

Learning Experience

The program features interactive live sessions, hands-on labs, and real-world projects. Students benefit from one-on-one mentorship and two campus visits for immersive learning.

University Experience

Students experience IISc's world-class academic environment through campus visits and interaction with distinguished faculty. The program provides access to cutting-edge research and industry expertise.

About the University

Founded in 1909 through the joint efforts of Jamsetji Tata, the Government of India, and the Maharaja of Mysore, IISc is India's premier institute for scientific research and higher education. Located in Bangalore, the institute has evolved from two departments to become the country's leading research institution, known as the "Tata Institute"

440 acres

Campus size

42+

Departments

4,000+

Students

Affiliation & Recognition

Institution of Eminence Status

Government of India Recognition

National Research Institution Status

Career services

IISc provides comprehensive research and career development support through multiple channels. The institute offers various postgraduate and Ph.D. programs, along with a dedicated four-year undergraduate program focused on research-oriented training in basic sciences. Through partnerships with industry and research institutions, students receive extensive opportunities for scientific advancement and career development

Duration:
9 Months

₹ 3,80,000

Add to compare

Whom you will learn from?

Learn from top industry experts who bring real-world experience and deep knowledge to every lesson. The instructors are dedicated to help you achieve your goals with practical insights and hands-on guidance.

Instructors

Prof. Deepak Subramani

Assistant Professor in the Department of Computational and Data Sciences at IISc

Prof. Deepak Subramani is an Assistant Professor in the Department of Computational and Data Sciences at IISc, specializing in Bayesian learning, machine learning, and AI for environmental autonomy. With a Ph.D. from MIT and degrees from IIT Madras, his research focuses on applying AI and ML to environmental and engineering challenges, including autonomous robots, weather forecasting, and renewable energy. He is also dedicated to mentoring the next generation of scientists and engineers.

Prof. Sashikumaar Ganesan

Chair of the Department of Computational and Data Sciences at IISc

Prof. Sashikumaar Ganesan, Chair of the Department of Computational and Data Sciences at IISc, specializes in Computational Science, Scientific Machine Learning, and MLOps. With expertise in scalable ML algorithms, distributed training, and cloud computing, he integrates Finite Element Analysis and High-Performance Computing. His academic journey includes research at Imperial College London and as an Alexander-von-Humboldt fellow at WIAS Berlin. Prof. Ganesan is also the founder of Zenteiq Edtech Pvt. Ltd.

Testimonials

Testimonials and success stories are a testament to the quality of this program and its impact on your career and learning journey. Be the first to help others make an informed decision by sharing your review of the course.

Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they’re here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Instructor

Hardik Jeetendra Pandya

49 Students

1 Course

Distinguished Biomedical Engineering Expert and Medical Device Innovator

Hardik J. Pandya serves as Associate Professor in the Department of Electronic Systems Engineering at the Indian Institute of Science (IISc) Bangalore, where he leads three laboratories focused on biomedical device development. His academic journey includes a Ph.D. from IIT Delhi and postdoctoral research at both the University of Maryland and Harvard Medical School. His research focuses on developing minimally invasive and non-invasive diagnostic technologies for cancer and neurological conditions, with particular emphasis on brain, breast, head, and neck cancer diagnosis, as well as e-nose applications for diabetes screening. His significant contributions to the field are evidenced by 10 granted patents, 17 filed patents, and over 66 peer-reviewed publications in prestigious journals including Nature Microsystems and Nanoengineering. His excellence has been recognized through multiple awards including the Early Career Research Award (2017), ISSS Young Scientist Award (2020), and the DST Abdul Kalam Technology Innovation National Fellowship (2023). As a technical advisor to two Indian MedTech firms and founder of Scilogic Applied Research Private Limited, he actively works to translate biomedical innovations from laboratory to market.

Frequently asked questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.

Question: Why is MLOps critical?

Question: What are the program outcomes?