Course Name: Introduction to Machine Learning

Course abstract

With the increased availability of data from varied sources there has been increasing attention paid to the various data driven disciplines such as analytics and machine learning. In this course we intend to introduce some of the basic concepts of machine learning from a mathematically well motivated perspective. We will cover the different learning paradigms and some of the more popular algorithms and architectures used in each of these paradigms.


Course Instructor

Media Object

Prof. Balaraman Ravindran

Prof. Balaraman Ravindran is currently a Professor in Computer Science at IIT Madras. He has nearly two decades of research experience in machine learning and specifically reinforcement learning. Currently his research interests are centered on learning from and through interactions and span the areas of data mining, social network analysis, and reinforcement learning.
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Teaching Assistant(s)

No teaching assistant data available for this course yet
 Course Duration : Jul-Oct 2021
  View Course
 Syllabus
 Enrollment : 20-May-2021 to 02-Aug-2021
 Exam registration : 17-Jun-2021 to 17-Sep-2021
 Exam Date : 24-Oct-2021

Enrolled

22815

Registered

1812

Certificate Eligible

800

Certified Category Count

Gold

2

Silver

53

Elite

331

Successfully completed

414

Participation

689

Success

Elite

Silver

Gold




Legend

AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75 AND FINAL SCORE >=40
BASED ON THE FINAL SCORE, Certificate criteria will be as below:
>=90 - Elite + Gold
75-89 -Elite + Silver
>=60 - Elite
40-59 - Successfully Completed

Final Score Calculation Logic

  • Assignment Score = Average of best 8 out of 12 assignments.
  • Final Score(Score on Certificate)= 75% of Exam Score + 25% of Assignment Score
    Note:We have taken best assignment score from July 2020 , Jan 2021 and July 2021 courses
Introduction to Machine Learning - Toppers list
Top 1 % of Certified Candidates

UTKARSH 90%

Bharat Electronics Limited

GRANDHI KARTHIK 90%

CENTRAL RESEARCH LABORATORY BHARAT ELECTRONICS LIMITED

TANYA GARG 88%

INDIAN INSTITUTE OF TECHNOLOGY,ROORKEE

GOKUL VENKATESAN 84%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

AMANDEEP NAGPAL 84%

INDIAN INSTITUTE OF TECHNOLOGY,KHARAGPUR

MALLIKHARJUNA RAO P 83%

Bharat Electronics Limited

GANNAVARAPU VEERA VENKATA NAGA RAJESH 82%

Vestas Wind Technology R&D Chennai Pvt. Ltd.

ROHIT KUMAR JHA 81%

NATIONAL INSTITUTE OF TECHNOLOGY PATNA


Top 2 % of Certified Candidates

BHUPENDRA VAISHNAV 80%

KAMLA NEHRU INSTITUTE OF TECHNOLOGY

RAJAN GOYAL 80%

Shaheed Rajguru College of Applied Sciences for Women

MEDARA RATNA PRAKASH 80%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY, DESIGN AND MANUFACTURING, KANCHEEPURAM

VEERESWARA RAO GANNAVARAPU 80%

Indian Institute of Technology Madras

DIVYANSHU SHUKLA 80%

KAMLA NEHRU INSTITUTE OF TECHNOLOGY

AMOL BARWAL 79%

CHANDIGARH UNIVERSITY

JIGARKUMAR JHAVERBHAI PATEL 79%

NIT MIZORAM

VINEETH MADHUSOODANAN 79%

THE NATIONAL INSTITUTE OF ENGINEERING

NERELLA ARUN MANI KUMAR 79%

Bharat Electronics Limited


Top 5 % of Certified Candidates

SHREYANSH KUMAR SINGH 78%

INSTITUTE OF ENGINEERING & MANAGEMENT

RACHIT GUPTA 78%

KAMLA NEHRU INSTITUTE OF TECHNOLOGY

VIVEK VERMA 78%

KAMLA NEHRU INSTITUTE OF TECHNOLOGY

SRICHANDANA ABBINENI 78%

CVR COLLEGE OF ENGINEERING

KUNDAN KUMAR 78%

Amdocs

NEKKANTI SREE KEERTHI 77%

National Institute of Technology Warangal

AYAN CHAKRABORTY 77%

TEZPUR UNIVERSITY

G S SANTHOSH RAGHUL 77%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY, DESIGN AND MANUFACTURING, KANCHEEPURAM

LAKSHIT PANDE 77%

Kirori Mal College

GOGULAMUDI SAMPATH KUMAR 77%

Central Research Laboratory - Bharat Electronics Limited

PUJA CHOWDHURY 77%

COLLEGE OF ENGINEERING & MANAGEMENT, KOLAGHAT

NITESH KUMAR AGRAWAL 77%

BANARAS HINDU UNIVERSITY

SUMIT SINGH YADAV 76%

KAMLA NEHRU INSTITUTE OF TECHNOLOGY

NITIN KUMAR JHA 76%

IITM ONLINE DEGREE

AAKASH SRIVASTAVA 76%

BHARATI VIDYAPEETH (DU) COLLEGE OF ENGINEERING, PUNE

KARTIKAY MANN 76%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY, UNA (HP)

MAYUR M JOSHI 76%

THE NATIONAL INSTITUTE OF ENGINEERING

PRAVEEN KUMAR RAI 75%

KAMLA NEHRU INSTITUTE OF TECHNOLOGY

MD RAFAT SHAHARYAR SIDDIQUI 75%

SANJANA SINGHA 75%

TEZPUR UNIVERSITY

ALAMURI VINEELA RANI 75%

SRI VENKATESWARA UNIVERSITY COLLEGE OF ENGINEERING

SACHIN TYAGI 75%

KAMLA NEHRU INSTITUTE OF TECHNOLOGY

YASH KUMAR SINGH 75%

KAMLA NEHRU INSTITUTE OF TECHNOLOGY

ABHISHEK KUMAR 75%

KAMLA NEHRU INSTITUTE OF TECHNOLOGY

SANTANU PODDAR 75%

RAGHAV GOENKA 75%

THE NATIONAL INSTITUTE OF ENGINEERING

UTKARSH SINGH 75%

THE NATIONAL INSTITUTE OF ENGINEERING

SHIVAM KUMAR RAJPUT 75%

KAMLA NEHRU INSTITUTE OF TECHNOLOGY

ASHISH RANJAN MISHRA 75%

MADAN MOHAN MALAVIYA UNIVERSITY OF TECHNOLOGY

AADITYA BANSAL 75%

J. C. BOSE UNIVERSITY OF SCIENCE AND TECHNOLOGY, YMCA, FARIDABAD

AARTI SHATRUGHAN YADAV 75%

R. J. COLLEGE OF ARTS, SCIENCE & COMMERCE

CHEKURI NIKHIL 75%

NATIONAL INSTITUTE OF TECHNOLOGY TIRUCHIRAPPALLI

SHAILJA 75%

KAMLA NEHRU INSTITUTE OF TECHNOLOGY

KOMMAREDDY SRINIVASA REDDY 75%

CMR ENGINEERING COLLEGE

GARIMA 75%

NATIONAL INSTITUTE OF TECHNOLOGY PATNA

BRIJ MOHAN DIWAKAR 75%

NATIONAL INSTITUTE OF TECHNOLOGY PATNA

BIKASH CHANDRA DALAI 75%

COLLEGE OF ENGINEERING AND TECHNOLOGY, BHUBANESWAR

VIPUL BANSAL 75%

INDIAN INSTITUTE OF TECHNOLOGY,ROORKEE

Enrollment Statistics

Total Enrollment: 22815

Registration Statistics

Total Registration : 1812

Assignment Statistics



Assignment

Exam score

Final score

Score Distribution Graph - Legend

Assignment Score: Distribution of average scores garnered by students per assignment.
Exam Score : Distribution of the final exam score of students.
Final Score : Distribution of the combined score of assignments and final exam, based on the score logic.