Advanced Certificate Programme in
Generative AI & Machine Learning
IITM Pravartak
Technology Innovation Hub of IIT Madras
Duration
9 Months
Mode
Hybrid
Commencement Date
13th October, 2024
Application Closure Date
30th September, 2024
Session Timings
Sunday, 10:00 AM to 1:00 PM
Programme Overview
The Advanced Certificate Programme in Generative AI & Machine Learning has been specifically crafted to provide participants with the necessary skills and expertise needed to effectively utilize the capabilities of Generative AI and Machine Learning technologies. The curriculum aims to build a strong foundation in AI principles, mathematics, and machine learning, before delving into more advanced subjects such as deep learning and generative models. By the end of the programme, participants will have a comprehensive understanding of the latest advancements and trends in the field of Generative AI and ML.
Programme Highlights
Live Online Teaching by the Faculty of IIT Madras
Industry-led Pedagogy
2 Days of Campus Immersion (optional)
Hands-on simulation
Certificate of Completion from IITM Pravartak
Eligibility Criteria
- Individuals with backgrounds in Science, Technology, Engineering, and Mathematics, including fields like computer science, physics, mathematics, statistics, and engineering.
- Professionals working in the IT industry, software development, programming, and related fields who want to specialize in data science and AI.
- Professionals involved in business analysis, market research, and strategic planning who wish to develop expertise in data-driven decision-making.
- Professionals from a tech background must have a minimum of 1 year of work experience.
Screening and Selection
- Professionals satisfying the eligibility criteria with at least one year of background will be admitted to the course.
Syllabus Breakdown
Introduction to ML, AI & Emerging Technologies
Mathematics & Statistics for AI
Python Programming
Fundamentals of Machine Learning
Supervised and Unsupervised Learning
Feature Engineering and Selection
Deep Learning Foundations
Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs)
Introduction to Generative AI
GANs, VAEs, and other generative techniques
Large Language Models
Advanced Generative Models Architectures Natural Language Processing (NLP) and Generative
Text Models
Reinforcement Learning for Generative AI
Quantum Computing Advanced Techniques
Future trends in Generative AI and ML
Online Sessions
Mini Quizzes
Live Immersion Classes
Programming sessions
Note:- This is an indicative list of course topics and is subject to change as per IITM Pravartak’s discretion.
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.
Know The Facilitators
Prof. Babji Srinivasan
Dr. Ramji Srinivasan
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
- Final Certifying examination with grades ranging from A to F with A as the highest grade F indicating Failure. 50% weightage to homework/case studies and 50% to the final exam.
- 70% attendance is mandatory.
- Participants who successfully meet the evaluation criteria and satisfy the requisite attendance criteria will be awarded a ‘Certification of Completion’ – Advanced Certificate Programme in Generative AI & Machine Learning.
Programme Fee Details
Programme fee
Programme fee
Fee Structure
Application Fee
INR 1500/- + GST
Programme Fee
INR 1,40,000/- + GST
Easy EMI options available
Programme fee
Instalment Pattern
Programme fee
Fee Structure
Application Fee
INR 1500/- + GST
Programme Fee
INR 1,40,000/- + GST
Easy EMI options available
Instalment Pattern
Instalment Pattern
Instalment 1
INR 80,000/- + GST
Instalment 2
INR 50,000/- + GST
Instalment 3
INR 50,000/- + GST
Note: *All the amounts mentioned above are exclusive of GST.
Talk to our Expert
Career Transitions
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The Jaro Advantage
Learning Support
Doubt Resolution
Networking
Learning Support
Doubt Resolution
Networking
Jaro Expedite - Career Booster
Profile Building
Profile building involves creating or modifying resumes to meet corporate standards, ensuring they effectively highlight skills and achievements. Additionally, tailored LinkedIn profile suggestions are provided to optimize visibility and engagement with recruiters and industry professionals.
Career Assistance
Career assistance offers 16-18 job recommendation links based on profile preferences, helping to discover opportunities that align with skills and career goals.
Career Enhancement Sessions
Career enhancement sessions provide access to bootcamps and masterclasses on trending topics, led by industry experts. These sessions help participants stay updated with industry trends and enhance their professional skills.
Note: IITM Pravartak or Jaro Education do not guarantee or promise you a job or advancement in your existing position. Career services are simply provided as a service to help you manage your career in a proactive manner. Jaro Education provides the career services described here. IITM Pravartak is not involved in any way with the career services described above and offers no commitments.
Build 21st-Century Skill set to Gain Career Edge in the VUCA World
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You’ll learn
- AI/ML Foundations: Master core concepts (Deepen knowledge)
- Python Programming: Master the language (Coding foundation)
- Quantum Computing: Explore potential (Future possibilities)
- Theory to Practice: Apply via projects (Hands-on learning)
- Generative AI Deep Dive: Explore GANs, VAEs, LLMs, RLGe)
- AI Applications: Focus on image, speech, text, chatbots, NLP
Frequently Asked Questions
