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Quick Facts

Medium Of InstructionsMode Of LearningMode Of DeliveryFrequency Of Classes
EnglishSelf Study, Virtual Classroom, Campus Based/Physical ClassroomVideo and Text BasedWeekends

Course Overview

The PG Level Advanced Programme in Applied Data Science and Machine Intelligence certification by the TalentSprint in collaboration with IIT Madras is a 12-month online course. This online certification course is designed to develop learners’ tech capabilities while enabling them to apply their learnings to make data-oriented business decisions for their organizations. The PG Level Advanced Programme in Applied Data Science and Machine Intelligence online course is designed and delivered by the Robert Bosch Centre for Data Science and AI (RBCDSAI) at IIT Madras.

The PG Level Advanced Programme in Applied Data Science and Machine Intelligence certification syllabus discusses various important topics of data science and machine learning. The curriculum also includes capstone projects including recommendation systems, digital recognition systems, healthcare analytics, biological network analysis, and others. Participants can attend the PG Level Advanced Programme in Applied Data Science and Machine Intelligence classes through faculty-led interactive masterclass lectures, hands-on labs, and workshops. They will also visit the campus for three days towards the end of the cohort.

The Highlights

  • 12 months online course
  • Delivered by IIT Madras
  • Hands-on curriculum & capstone projects
  • Certificate of completion

Programme Offerings

  • Online Course
  • Hands-on Curriculum
  • Masterclass Lectures
  • Capstone Projects
  • Mentor Support
  • hackathons
  • workshops
  • Industry interactions
  • 3-day campus visit
  • Dedicated career assistance
  • Certification

Courses and Certificate Fees

Certificate AvailabilityCertificate Providing Authority
yesIIT Madras

The PG Level Advanced Programme in Applied Data Science and Machine Intelligence certification fee is Rs 300,000. Participants can pay the course fee with zero per cent EMI by choosing their instalment options for a maximum of 48 months. For more details about EMI options, visit https://iitm.talentsprint.com/adsmi/fee.html.

With the scholarship, the PG Level Advanced Programme in Applied Data Science and Machine Intelligence certification fee will be Rs 225,000.

PG Level Advanced Programme in Applied Data Science and Machine Intelligence certification fee structure

Description

Amount in INR

Total fee

Rs 300,000

With scholarship

Rs 225,000



Eligibility Criteria

Candidates seeking admission to the PG Level Advanced Programme in Applied Data Science and Machine Intelligence certification course by TalentSprint in collaboration with IIT Madras must hold a B.E./B.Tech/B.Sc./M.E./M.Tech/M.Sc or an equivalent degree.

Work Experience

Candidates are required to have a minimum of 1 year of experience to pursue the PG Level Advanced Programme in Applied Data Science and Machine Intelligence online course.

What you will learn

Machine learningData science knowledgeKnowledge of deep learning

The PG Level Advanced Programme in Applied Data Science and Machine Intelligence training will provide students with the foundational concepts of data science and machine learning. Students will also be able to:

  • Build advanced tech capabilities and implement their learnings to make data-driven decisions for the growth of their organizations.
  • Become familiar with data science concepts, and machine learning foundations & algorithms. 
  • Understand deep learning foundations & algorithms and their real-world use cases in industries along with associated challenges.

Who it is for

The PG Level Advanced Programme in Applied Data Science and Machine Intelligence certification by TalentSprint in collaboration with IIT Madras is best suited for


Admission Details

The admission process for the PG Level Advanced Programme in Applied Data Science and Machine Intelligence certification course includes the following steps.

Step 1: Visit the official webpage - https://iitm.talentsprint.com/adsmi/

Step 2: Apply for the course

Step 3: Wait for selection

Step 4: Pay the remitting registration fee to block your seat 

Step 5: Pay the full programme fee to enrol for the course

Step 6: Start learning

The course selection will be done by IIT Madras. The selection will be strictly based on the eligibility criteria and the inclination of applicants as expressed in their statement of purpose.

The Syllabus

  • Linear Algebra 
  • Optimization 
  • Statistics 
  • Probability

  • Supervised Learning 
  • Unsupervised Learning

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

  • ANN 
  • Backpropagation 
  • ADAM 
  • GAN
  • FNN 
  • SGD 
  • CNN  

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

  • Intro to Online Learning 
  • MAB 
  • RL

  • Recommendation Systems
  • Financial Fraud Detection System
  • Healthcare Analytics
  • Cancer Genomics
  • Smart Mobility
  • Object Recognition System
  • Anomaly Detection in Manufacturing Systems
  • Attention Mechanisms in Deep Neural Networks
  • Biological Network Analytics
  • Traffic Modelling and Analysis
  • Digit Recognition System
  • Urban Infrastructure Analytics
  • Safety and Stability Preserving Reinforcement
  • Domain Agnostic Methods

Instructors

IIT Madras Frequently Asked Questions (FAQ's)

1: Who can all enrol in the PG Level Advanced Programme in Applied Data Science and Machine Intelligence training course?

Candidates who have completed B.E./B.Tech/B.Sc./M.E./M.Tech/M.Sc or an equivalent degree can apply for this online certification course.

2: What is the course duration?

The duration of the PG Level Advanced Programme in Applied Data Science and Machine Intelligence certification course is 12 months.

3: Does this online course require work experience?

Yes, you must have at least one year of experience to pursue this online certification course.

4: Do I require programming knowledge to enrol in this online course?

Yes, programming knowledge is required for the PG Level Advanced Programme in Applied Data Science and Machine Intelligence online course.

5: How can I attend the PG Level Advanced Programme in Applied Data Science and Machine Intelligence classes?

You can attend the classes through interactive masterclasses lectures, hands-on labs, workshops and a 3-day campus visit for enhanced learning.

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