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.
More info

Teaching Assistant(s)

No teaching assistant data available for this course yet
 Course Duration : Jan-Apr 2021
  View Course
 Syllabus
 Enrollment : 18-Nov-2020 to 25-Jan-2021
 Exam registration : 15-Jan-2021 to 12-Mar-2021
 Exam Date : 25-Apr-2021

Enrolled

24373

Registered

1020

Certificate Eligible

401

Certified Category Count

Gold

3

Silver

29

Elite

114

Successfully completed

255

Participation

271

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 both Jan 2020 and Jan2021 course
Introduction to Machine Learning - Toppers list
Top 1 % of Certified Candidates

UMARANI P 92%

VIT UNIVERSITY-VELLORE

ANNEPU SAI SRI HARSHA 91%

INDIAN INSTITUTE OF TECHNOLOGY,KHARAGPUR

ANIMESH RANJAN 91%

MOTILAL NEHRU NATIONAL INSTITUTE OF TECHNOLOGY, ALLAHABAD

SHAHNAZ FATIMA 86%


Top 2 % of Certified Candidates

DHANUSHREE M 85%

Annamalai University

KEERTHI LINGAM 85%

GITAM INSTITUTE OF TECHNOLOGY

DHANUNJAYUDU NASIKA 85%

Bharat Heavy Electricals Limited

MANSI CHOPRA 84%

TECHNO INTERNATIONAL NEW TOWN

NOHAN JOEMON 84%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

URMISHA CHATTERJEE 84%

BANARAS HINDU UNIVERSITY


Top 5 % of Certified Candidates

DEEPTHI ANGARA 83%

GITAM INSTITUTE OF TECHNOLOGY

REGENTI SHAMITHA REDDY 82%

CHAITANYA BHARATHI INSTITUTE OF TECHNOLOGY,HYDERABAD

SONAM TYAGI 81%

NATIONAL INSTITUTE OF TECHNOLOGY PATNA

VAIGANDLA ASHISH 81%

Indian Institute of Technology Madras

SOMA BISWAS 80%

DR. B. C. ROY ENGINEERING COLLEGE

VIRAL DOSHI 80%

PANDIT DWARKA PRASAD MISHRA INDIAN INSTITUTE OF INFORMATION TECHNOLOGY, DESIGN AND MANUFACTURING (IIITDM), JABALPUR

MAHASREE M 80%

ANNAMALAI UNIVERSITY

DEEPAK JINDAL 80%

Qualcomm

POCHA NAVEEN KUMAR REDDY 80%

NATIONAL INSTITUTE OF TECHNOLOGY ANDHRA PRADESH

JEWALIDDIN SHAIK 80%

NIT Andhra Pradesh

Enrollment Statistics

Total Enrollment: 24373

Registration Statistics

Total Registration : 1021

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.