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IIT Madras - PG Level Advanced Programme in Applied Data Science and Machine Learning - IIT Madras 

  • Estd. 2009

PG Level Advanced Programme in Applied Data Science and Machine Learning - IIT Madras
 at 
TalentSprint, Hyderabad 
Overview

Boost your Data Science and Machine Learning career by developing effective skills, functional expertise and strategic acumen

Duration

12 months

Total fee

2.50 Lakh

Mode of learning

Online

Credential

Certificate

PG Level Advanced Programme in Applied Data Science and Machine Learning - IIT Madras
Table of content
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  • Overview
  • Highlights
  • Course Details
  • Curriculum
  • Faculty
  • + 2 more items

PG Level Advanced Programme in Applied Data Science and Machine Learning - IIT Madras
 at 
TalentSprint, Hyderabad 
Highlights

  • Earn a certificate from CCE, IIT Madras
  • Option to pay fee with 0% interest with EMI available
  • Dedicated placement support from TalentSprint with 700+ partners
  • Designed by RBCDSAI at IIT Madras, India’s #1NIRF ranked institution
  • Hands-on curriculum with use cases, capstones for effective learning
  • 2 Days at IITM Campus
Read more
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PG Level Advanced Programme in Applied Data Science and Machine Learning - IIT Madras
 at 
TalentSprint, Hyderabad 
Course details

Skills you will learn
Who should do this course?
  • For professionals keen to build a career in two of the most in-demand domains of Data Science and Machine Intelligence
What are the course deliverables?
  • Learn on TalentSprint’s patent-pending Digital Platform
  • Hands-on Labs, Mentor Support, Hackathons and Workshops
  • Interactions with Experienced Professionals
  • Network with 3000+ TalentSprint Deep Tech Alumni
  • Access to Data Science and Analytics Roles
More about this course
  • The course enables learners to build deep tech capabilities and apply their learnings to make data-driven business decisions for their organizations
  • The programme equips students with both academic and practical knowledge to help navigate the fast-evolving world of Data Science and Machine Intelligence
  • Participants will experience a unique learning process that includes masterclass lectures, hands-on labs, hackathons, workshops, industry interactions, and a campus visit for fast-track learning

PG Level Advanced Programme in Applied Data Science and Machine Learning - IIT Madras
 at 
TalentSprint, Hyderabad 
Curriculum

Bridge Module

Foundations of Data Science

Linear Algebra

Optimization

Statistics

Probability

Machine Learning: Foundations and Algorithms

Supervised Learning

Unsupervised Learning

Machine Learning: Real-world use-cases in sectors and associated challenges

Real world use case: Covering the entire ML pipeline for specific focus areas

Deep Learning: Foundations and Algorithms

ANN

Backpropagation

ADAM

GAN

FNN

SGD

CNN

Deep Learning: Real-world use-cases in sectors and associated challenges

Real world use-cases in specific areas and associated challenges.

Sequential Learning

Intro to Online Learning

MAB

RL

Capstone Projects

Faculty Icon

PG Level Advanced Programme in Applied Data Science and Machine Learning - IIT Madras
 at 
TalentSprint, Hyderabad 
Faculty details

Dr. Arun Rajkumar
Before joining IIT Madras, he worked as a research scientist at the Xerox Research Center (now Conduent Labs), Bangalore. His research interests include Machine Learning, Rank Aggregation, Statistical Learning and Sequential Decision Making.
Dr. Balaraman Ravindran - Professor, IIT Madras
Head of the Robert Bosch Centre for Data Science & Artificial Intelligence (RBCDSAI) and Mindtree Faculty Fellow. He has published nearly 100 papers in premier journals and conferences such as ICML, AAAI, IJCAI, ICDM, ICLR, NeurIPS, UAI, ISMB, and AAMAS. He has also co-authored the chapter on Reinforcement Learning in the Handbook of Neural Computation published by Oxford University Press.
Dr. Nandan Sudarsanam - Faculty, IIT Madras
Faculty member in the Department of Management Studies, core member of the Robert Bosch Center for Data Science and Artificial Intelligence (RBCDSAI), and Co-Head of the American Express Lab for Data Analytics, Risk and Technology (DART) at IIT Madras.

PG Level Advanced Programme in Applied Data Science and Machine Learning - IIT Madras
 at 
TalentSprint, Hyderabad 
Entry Requirements

GraduationUp Arrow Icon
  • N/A
Post GraduationUp Arrow Icon
  • N/A
Work ExperienceUp Arrow Icon
  • Minimum: 12 months

PG Level Advanced Programme in Applied Data Science and Machine Learning - IIT Madras
 at 
TalentSprint, Hyderabad 
Admission Process

    Important Dates

    Sep , 2025
    Course Commencement Date

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    PG Level Advanced Programme in Applied Data Science and Machine Learning - IIT Madras
     at 
    TalentSprint, Hyderabad 
     
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    PG Level Advanced Programme in Applied Data Science and Machine Learning - IIT Madras
     at 
    TalentSprint, Hyderabad 

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     at 
    TalentSprint, Hyderabad 
     
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    PG Level Advanced Programme in Applied Data Science and Machine Learning - IIT Madras
     at 
    TalentSprint, Hyderabad 
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