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

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

    3.00 Lakh

    Mode of learning

    Online

    Credential

    Certificate

    IIT Madras - PG Level Advanced Programme in Applied Data Science and Machine Intelligence
     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
    • 3 days campus visit and practise at RBCDSAI, India's top Applied Research Lab
    Read more
    Details Icon

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

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

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

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

    Eligibility criteriaUp Arrow Icon

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

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

    Address

    PSR Prime Tower, Beside DLF Cyber City,
    Hyderabad ( Telangana)

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