Advanced Certificate in Applied Artificial Intelligence & Deep Learning, IITM Pravartak
Last date of Admission : 31 October 2026
Advanced Certificate in Applied Artificial Intelligence & Deep Learning, IITM Pravartak
Last date of Admission : 31 October 2026
Hands-on Experience
Campus Immersion Included
Direct-to-Device Learning Mode
Capstone Project
About IIT Madras Advanced Certificate in Applied Artificial Intelligence & Deep Learning
The Advanced Certificate in Applied Artificial Intelligence & Deep Learning in 2026 is offered through IITM Pravartak, the technology innovation hub associated with IIT Madras. In this seven-month programme, learners gain subject matter knowledge through structured learning and practical applications.
This course from IIT Madras covers important areas such as Python for Data Science, probability and statistics, data preprocessing, machine learning, neural networks, deep learning, MLOps, LLMOps, cybersecurity, and Generative AI. The classes are conducted live online in Direct-to-Device (D2D) mode, where students also learn the application of different tools.
Eligibility Criteria of IIT Madras Advanced Certificate in Applied Artificial Intelligence & Deep Learning
Qualifications Needed
Candidate should have completed a Bachelor’s or a Master’s degree in Engineering, Mathematical and Computational Sciences
Minimum Passing Percentage
They must have scored at least 50% in the last qualification.
The Prestigious IIT Credentials
Candidates who score at least 50% marks overall and have a minimum attendance of 50%, will receive a ‘Certificate of Completion’ from IITM Pravartak, the Technology Innovation Hub of IIT Madras.
IIT Madras Advanced Certificate in Applied Artificial Intelligence & Deep Learning Curriculum
| Module | Learning Outcomes |
|---|---|
| Foundation of Python | Students can build a strong foundation in Python for analysing data better. This module also covers tools such as NumPy and Pandas. |
| Probability & Statistics for Data Science | In this module, students will learn probability models and statistical measures used in data analysis. |
| Refining and Visualising Data | In the third module, IITM faculty will teach you how to prepare, clean, and analyse datasets before analytics. They will guide you on visualisation to identify patterns and communicate data insights effectively. |
| Predictive Modelling Using Machine Learning | Learners will now dive into the functions of ML Workflows. They will learn to design and train the models so they perform accurately. |
| Deep Learning Models & Neural Networks | This module will guide you on working with deep neural networks. Students will also get a good grasp of optimization and training concepts. |
| More on Deep Learning Models | IIT Madras faculty will guide students on the architecture of Deep Learning models. Students will also learn to deploy such models across domains, which will help them in future opportunities. |
| AI Operations | The seventh model will focus on understanding how machine learning and large language models are managed beyond development. Further, learning the fundamentals of MLOps and LLMOps for taking AI models towards practical deployment and operations. |
| Real World AI integration | It’s time for students to explore how AI is being applied across areas such as cybersecurity, supply chain, environmental monitoring and Generative AI. Gain exposure to emerging applications including AWS and causal AI. |
| Core Agentic AI systems | Bring together your learning through an end-to-end AI project based on a real-world problem. Apply data preparation, machine learning, or deep learning techniques, along with the broader AI lifecycle, to develop a practical solution. |
| More on Agentic Systems | Students will explore the architecture and technologies behind multi-agent AI systems, building a theoretical understanding of how autonomous agents reason, interact, and work together. |
| Agentic AI Governance | In the last module, students will learn the principles of governing AI agents, with a focus on performance monitoring, ethical decision-making, and emerging regulatory requirements. |
IIT Madras Advanced Certificate in Applied Artificial Intelligence & Deep Learning Fee
The program fee for the IIT Madras Advanced Certificate in Applied Artificial Intelligence & Deep Learning in 2026 is ₹1,65,000, excluding applicable taxes.
Candidates will be charged a fee of ₹1000 during application.
Who Can Pursue IIT Madras Advanced Certificate in Applied Artificial Intelligence & Deep Learning ?
IIT Certificate Courses offer working professionals a practical way to gain IIT-level learning without stepping away from their careers. Designed around professional needs, these courses make advanced learning more accessible and career-focused.
Engineering Professionals
Engineers working with technology, software, data, or technical systems can strengthen their understanding of Artificial Intelligence, Machine Learning, and Deep Learning through this programme.
Data and Analytics Professionals
Professionals working with data and analytics can build knowledge of statistical methods, machine learning models, data processing, and deep learning techniques.
Technology Professionals
Software and technology professionals can learn how AI models and deep learning techniques are developed and applied to practical business and technology problems.
Early-Career Professionals
Professionals at the beginning of their careers who have the required academic background can build a foundation in AI and related technologies and understand how these skills are used in different industries.
Experienced Professionals
Professionals with experience in different functions can explore how analytics, machine learning, and deep learning can be applied to solve problems within their organisations.
Career Outcomes of IIT Madras Advanced Certificate in Applied Artificial Intelligence & Deep Learning
Data Science Roles
Professionals can use their understanding of statistics, data processing, machine learning, and data analysis to explore opportunities in data science and analytics.
Deep Learning Roles
The programme covers neural networks, Deep Neural Networks, Computer Vision, CNNs, transfer learning, and object detection. This can help professionals build knowledge relevant to deep learning applications.
AI Research & Development
The programme can also support professionals interested in research-oriented work involving AI, machine learning, deep learning, and large-scale data analysis.
Machine Learning Roles
Knowledge of regression, classification, clustering, and machine learning models can support professionals working towards Machine Learning Engineer and related roles.
Business Intelligence & Analytics
Professionals can apply data analysis and machine learning concepts to business problems and explore opportunities in Business Intelligence and analytics functions.
IIT Madras Online Application Process
Submit the enquiry form
Fill in your details and programme preference.
Select your preferred programme
Choose the course that matches your learning goals.
Submit documents
Share the required details and documents to proceed. Candidates may have to attend an interview if required.
Complete onboarding
Finish the onboarding formalities if required by the institute.
Get expert counselling
Speak with a programme advisor for guidance.
Pay the preliminary fee
Complete the required fee payment to initiate the admission process.
Receive your offer letter and confirm participation
Students will receive an offer letter. They have to confirm their participation in the program.
Begin your programme
Start learning as per the scheduled program date.
Submit the enquiry form
Fill in your details and programme preference.
Get expert counselling
Speak with a programme advisor for guidance.
Select your preferred programme
Choose the course that matches your learning goals.
Pay the preliminary fee
Complete the required fee payment to initiate the admission process.
Submit documents
Share the required details and documents to proceed. Candidates may have to attend an interview if required.
Receive your offer letter and confirm participation
Students will receive an offer letter. They have to confirm their participation in the program.
Complete onboarding
Finish the onboarding formalities if required by the institute.
Begin your programme
Start learning as per the scheduled program date.
Frequently Asked Questions
Q1. Does IIT Madras offer free AI courses in 2026?
No. IIT Madras charges some fees for the programmes it offers in AI.
Q2. What is the fee for the IIT Madras Advanced Certificate in Applied Artificial Intelligence & Deep Learning?
The current programme fee is ₹1,65,000, excluding applicable taxes.
Q3. What is the average salary package after completing an AI course from IIT Madras?
According to some sources, the average salary for AI and Data Science-related roles is around 25 LPA. The figures may vary based on work experience.
Q4. Does IIT Madras have a separate branch for AI?
Yes. IIT Madras has prepared a separate branch called the Wadhwani School of Data Science and AI for AI-related courses