Executive Certification in Advanced Data Science & GenAI for Managers

Q: How many case studies are included in the programme, and what are they about?

The programme includes multiple case studies designed to bridge theory with real-world application. These case studies span various AI and GenAI techniques and are subject to refinement based on the latest industry trends. Example case studies include: Predicting House Prices – Regression modeling Customer Churn Prediction – Classification techniques Handwritten Digit Recognition – Introduction to CNNs Fashion Product Image Classification – Advanced CNN architectures Movie Review Sentiment Analysis – Basics of RNNs and LSTMs Stock Price Forecasting – Time Series prediction using RNNs/LSTMs Synthetic Digit Generation – Introduction to GANs Text Summarization – Using Transformers Contextual Question Answering – Transformers and GPT pipeline Text-to-Image Generation – Exploratory work with Diffusion Models and Transformers

IITM Pravartak
Technology Innovation Hub of IIT Madras

Home > Programs > Executive Certification in Advanced Data Science & GenAI for Managers – IITM Pravartak

Batch

Course Duration

10 Months

Mode

Hybrid

Commencement Date

12th October 2025

Application Closure Date

Closing Soon

Session Timings

Sunday, 1:00 pm to 4:00 pm

Programme Overview

Artificial Intelligence, Deep Learning, and advanced Data Science techniques are transforming industries at an extraordinary pace, reshaping how decisions are made and problems are solved. As these technologies permeate domains such as software development, business analytics, scientific computing, and core engineering, professionals across sectors are seeking to upskill and stay relevant in this dynamic landscape. This executive programme is designed to equip managers and mid-career professionals with a deep conceptual understanding and practical grounding in the core principles of AI and Deep Learning. With a strong emphasis on mathematical rigour, computational techniques, and real-world applications, the course empowers learners to confidently engage with modern AI tools and drive innovation in their respective domains. Through a blend of theoretical modules, hands-on labs, and industry-aligned case studies, participants will gain the expertise to lead AI-driven initiatives and bridge the gap between strategic decision-making and technical implementation in today’s data-centric world.

Programme Highlights

Admission Criteria

Selections will be based on a detailed Profile of the Candidate in his own words elaborating his Academic record, Profile, Designation, Salary, Roles, Responsibilities, Job Description, and a write-up on ”Expectations from the Programme”.

Eligibility Criteria

Qualification: Graduate/4-year Engineering Degree/B.Sc. + M.Sc. from a recognized university (UGC/AICTE/DEC/AIU/State Government/recognized international universities)
Minimum Experience: 3 years, preferably in software engineering and/or other disciplines involving computational work. Comfort with basic mathematics is expected.
Preferred Industry Background: IT, Software, Engineering Research, Business Analytics, Finance, etc.

Syllabus Breakdown

Module 1 (Online)

Computational Tools
- Needs access to Google online platforms during class
  - Google Drive, Colab, Google AI Studio
Python Programming
Numpy, Matplotlib, Pandas
Pytorch essentials
Proficiency Exam

Module 2 (On Campus)

Mathematical Preliminaries
Linear Algebra
Probability
Multivariable Calculus and Optimization
Proficiency Exam

Module 3 (Online)

Machine Learning – Essentials
Basic Regression
Basic Classification
Overfitting and Regularization
Evaluation Metrics
Proficiency Exam + Case Studies for submission

Module 4 (Online + On Campus)

Deep Learning AI Algorithms
Deep Neural Networks – Basic architecture and backprop
AI for Vision – Convolutional Neural Networks
AI for sequence prediction – Recurrent Neural Networks
Proficiency Exam + Case Studies for submission

Module 5 (Online + On Campus)

Generative AI
Approaches to Gen-AI : GANs, Transformers, Diffusion
Transformer Architecture – Various approaches
GPT pipeline – Tokenization, embeddings, position-encoding, etc.
Capstone Project (presentations on campus)
Certificate presentation

Online Live Sessions

100 Hours of Learning

Assignment

Real life Case Studies

Disclaimer: The listed modules are indicative and may be refined or updated at the discretion of the IITM Pravartak Technology Innovation Hub of IIT Madras.

About IITM Pravartak

IITM Pravartak Technologies Foundation is a section 08 Company housing the Technology Innovation Hub on Sensors, Networking, Actuators, and Control Systems (SNACS). IITM Pravartak is funded by the Department of Science and Technology, Government of India, under its National Mission on Interdisciplinary Cyber-Physical Systems and hosted as a Technology Innovation Hub (TIH) by IIT Madras. The IITM Pravartak Technology Innovation Hub aims to focus on new knowledge in the SNACS area through extensive and application-oriented research. IITM-PTF gladly takes the role of preparing young India for the next generation of world-class technologies. The NM-ICPS is a comprehensive Mission aimed at complete convergence with all stakeholders by establishing strong linkages between academia, industry, Government, and International Organizations.

1^st in Engineering NIRF India Rankings 2024*
*Ranking awarded to IIT Madras

Know the Facilitators

Prof. Ganapathy Krishnamurthi

Prof. Balaji Srinivasan

Hear from our Alumni

“The Executive Certification in Advanced Data Science and Applications programme from IITM Pravartak has significantly enhanced my data science skills. The innovative teaching methods and practical approach by the excellent faculty have been invaluable. Key benefits include a comprehensive curriculum, distinguished faculty, and association with IIT Madras. The support from Jaro Education was exceptional throughout the course. Overall, this programme is an excellent way to upskill and advance in Data Science.”

“I enrolled in the Executive Certification Programme in Advanced Data Science & Applications from IITM Pravartak due to its industry-relevant syllabus. With 8 years in Quality Assurance, I found it aligned with my career goals. The programme, supported by Jaro, enhanced my skills and provided valuable perspectives. It’s ideal for anyone in data science or tech, thanks to its comprehensive curriculum, live projects, and exceptional support from IIT faculty and Jaro Education.”

“I enrolled in the Executive Certification Programme in Advanced Data Science & Applications from IITM Pravartak. As a Business Manager at BNP Paribas with 11 years of experience, I sought career growth. The programme, with its excellent faculty and focus on Python, has been exceptional and directly applicable to my job. Jaro provided great support from onboarding to completion. I highly recommend this programme to anyone looking to advance their career in Data Science.”

“With over 12 years in IT, specializing in data migration and ETL, I wanted to update my skills. The institute’s excellent coordination, knowledgeable faculty, and comprehensive course covering AI, ML models, and Python coding have been invaluable. Currently pursuing the course, I expect it to benefit my career as a data analyst. Jaro Education’s consistent student support is commendable. I highly recommend this course for learning advanced data science concepts, whether for current roles or new career opportunities.”

Hear from our Alumni

Mohammed Shahid S.

Associate Data Scientist- Cognizant

Executive Certification in Advanced Data Science & Applications programme offered by the IIT Madras Pravathak has helped me enhance my skills and become an expert in the field of Data with prior work experience. The faculty's teaching methods are innovative and provide a practical and all-around understanding of concepts. The three specific features of this programme that have made a true difference to my career are the extensive curriculum, excellent faculties with unique learning pedagogy, and an association with esteemed institutes like IIT Madras. The support provided by the team Jaro Education is exceptional right from onboarding to lecture scheduling till completion of the course, the coordinators were always available to solve queries. Overall, this course is a great way to upskill and advance in the field of Data Science.

Harisudhan

Deputy QA Manager

I enrolled in the Executive Certification Programme in Advanced Data Science & Applications offered by IITM Madras, motivated by its industry-relevant syllabus and course structure. With 8 years of experience as a Quality Assurance professional, I found this programme to align perfectly with my career aspirations. The programme, along with the support from Jaro, elevated my learning experience and equipped me with the necessary skills and perspectives to succeed. While, anyone who is into data science or from the tech side can consider this programme for its comprehensive curriculum, live simulation projects, and unparalleled support and guidance from the esteemed IIT faculty and team Jaro Education.

Sagaya Raj G.

Manager - BNP Paribas

I enrolled in the Executive Certification Programme in Advanced Data Science & Applications offered by IITM Madras. As a Business Manager at BNP Paribas with 11 years of overall experience, I wanted to further grow in my career. The programme has been exceptional, with excellent faculty and a focus on learning Python, which is directly applicable to my current job. Overall, my experience with Jaro has been great, with good support right from onboarding to course completion. while I'd recommend this programme to all future aspirants looking to advance their career in the field of Data science as the programme rightly ticks all the boxes.

Balachandran Natarajan

Lead Software Engineer - Northern Trust

With over 12 years of experience in the IT industry, specializing in data migration and integration with ETL as the primary technology, I wanted to enhance my skills in the latest technology. The institute has excellent coordination, regularly seeking feedback and the faculty is highly knowledgeable and able to answer all questions. The course covers AI, ML models, and Python coding, which will help me improve my position as a data analyst. I am currently pursuing the course and expect it to benefit my career advancement. Jaro Education is also commendable, as they regularly connect with students and gather feedback on each session. This course is highly recommended for those looking to learn advanced data science concepts that can be applied to their current jobs or used to pursue new roles in the future.

Programme Certification

Participants who successfully meet the evaluation criteria and satisfy the requisite attendance criteria will be awarded a ‘Certification of Completion’.

Programme Fee Details

Programme fee

Instalment Pattern

Programme fee

Fee Structure

Application Fee

INR 2,000/-

Total Programme Fee

INR 1,80,000/- + GST

Easy EMI options available

Instalment Pattern

Instalment 1

INR 80,000/- + GST

As mentioned in offer letter
(latest by 5th October 2025)

Instalment 2

INR 50,000/- + GST

10th December 2025

Instalment 3

INR 50,000/- + GST

10th February 2026

Note: *All the amounts mentioned above are exclusive of GST.

Admission Process

Talk to our Expert

Career Transitions

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The Jaro Advantage

Learning Support

Doubt Resolution

Networking

Learning Support

Unparalleled career guidance and support
Dedicated student support
Immersive and lifelong learning experiences

Doubt Resolution

Learn from the best-suited academic, faculty, and industry mentors
Be a part of discussions and forums for enhanced learning
Leverage peer-to-peer learning experience

Networking

Alumni Network of 3,50,000+ Professionals
Access to alumni events & other benefits
Stay up to date with the latest insights from your alma mater

Jaro Expedite - Career Booster

Resume Building

Our service comprises the meticulous creation and refinement of resumes, aligning them with corporate standards to ensure they reflect your skills and achievements. Through expert resume optimization, we enhance your professional narrative and craft an ATS-friendly resume to stand out in a competitive landscape.

LinkedIn Profile Optimization

We offer tailored suggestions for elevating your LinkedIn profile, strategically designed to maximize visibility and foster meaningful connections with industry leaders. Our approach ensures that your online presence resonates with the professionalism and expertise that defines your career trajectory.

Career Enhancement Sessions

Our exclusive Jaro Connect platform provides corporate engagements with access to immersive bootcamps and masterclasses on the latest industry trends, led by esteemed experts. This empowers the participants to stay abreast of evolving market dynamics while honing their professional competencies, ensuring they thrive in today’s fast-paced business environment.

Note: IITM Pravartak Technology Innovation Hub of IIT Madras and Jaro Education do not guarantee or promise employment or career advancement in your existing position. Career services are offered solely as a resource to help you proactively manage your career. These services are provided by Jaro Education. IITM Pravartak Technology Innovation Hub of IIT Madras is not involved in any way with the career services described above and makes no commitments regarding their outcomes.

Build 21st-Century Skill set to Gain Career Edge in the VUCA World

Learn from the best minds and eminent faculty to become the next industry expert.

By clicking Start Application, you agree to our terms and conditions and our privacy policy.

You’ll learn

Achieve proficiency in understanding and utilization of the models behind applications like ChatGPT
Attain proficiency in Python and its pivotal libraries, including numpy, pandas, and matplotlib, to solidify your technical toolkit
Secure foundational knowledge in leading Machine Learning frameworks such as sci-kit learn, Pytorch, and TensorFlow.
Cultivate an understanding of the latest paradigms shaping the Artificial Intelligence and Deep Learning landscapes
Engineer and execute deep neural networks tailored for robust regression analyses, enhancing predictive accuracy
Forge advanced models specialized in Image Processing and Computer Vision, pushing the boundaries of visual computing
Hone predictive acumen through sophisticated time series analysis methods, sharpening your foresight in data trends

Frequently Asked Questions

What are the objectives of IIMT Pravartak’s programme?

This interdisciplinary executive certification programme is designed to:

Build a strong theoretical foundation in Artificial Intelligence, Deep Learning, and data analysis, enabling participants to understand and engage with complex AI models and algorithms.
Deliver hands-on proficiency in both the mathematical frameworks and computational tools underpinning modern Deep Learning techniques.
Foster contextual application through industry-relevant case studies drawn from diverse verticals, empowering professionals to translate knowledge into practical, domain-specific solutions.

How many case studies are included in the programme, and what are they about?

The programme includes multiple case studies designed to bridge theory with real-world application. These case studies span various AI and GenAI techniques and are subject to refinement based on the latest industry trends. Example case studies include:

Predicting House Prices – Regression modeling
Customer Churn Prediction – Classification techniques
Handwritten Digit Recognition – Introduction to CNNs
Fashion Product Image Classification – Advanced CNN architectures
Movie Review Sentiment Analysis – Basics of RNNs and LSTMs
Stock Price Forecasting – Time Series prediction using RNNs/LSTMs
Synthetic Digit Generation – Introduction to GANs
Text Summarization – Using Transformers
Contextual Question Answering – Transformers and GPT pipeline
Text-to-Image Generation – Exploratory work with Diffusion Models and Transformers

What tools and platforms will be used in the course?

Participants will get exposure to:

Google Drive, Colab, and AI Studio
Python and key libraries: NumPy, Pandas, Matplotlib
Machine Learning & DL frameworks: PyTorch, scikit-learn, TensorFlow

Is there any certification provided at the end of the programme?

Yes. Participants who meet the evaluation and attendance criteria will be awarded a Certificate of Completion from IITM Pravartak.

What is the total programme fee?

Application Fee: ₹2,000 + GST
Programme Fee: ₹1,80,000 + GST

Describe the projected career growth after this programme.

The applicant will be able to use the methods taught in this case to interface with other teams and incorporate them into his or her business case. Additionally, it will assist candidates in transitioning into careers in machine learning and data analytics.
Middle-level executives can benefit by understanding the strengths and limitations of these methods in their business case.

Connect with our Program Advisor

7397749519

Talk to our career expert: Ms. Prajwala Patil | +91 8976977832

Talk to our career expert: 8976977832

Executive Certification in Advanced Data Science & GenAI for Managers

IITM Pravartak
Technology Innovation Hub of IIT Madras

Highly recognized Certificate of Completion from IITM Pravartak

2 days of campus immersion

Industry specified case studies

Peer-to-peer learning and mentoring from industry experts

The live programme is entirely taught by IIT Madras faculty

Pedagogy filled with case studies, industry projects & practical application

Resume Building

LinkedIn Profile Optimization

Career Enhancement Sessions

Build 21st-Century Skill set to Gain Career Edge in the VUCA World

You’ll learn

7397749519

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