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)

Tarun Kumar

P.hD

Deepak Maurya

MS

 Course Duration : Jul-Oct 2019
  View Course
 Syllabus
 Enrollment : 15-May-2019 to 05-Aug-2019
 Exam registration : 01-Jun-2019 to 30-Sep-2019
 Exam Date : 17-Nov-2019, 17-Nov-2019

Enrolled

21653

Registered

1730

Certificate Eligible

1217

Certified Category Count

Gold

2

Silver

168

Elite

733

Successfully completed

314

Participation

236

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
Introduction to Machine Learning - Toppers list
Top 1 % of Certified Candidates

SHRUTI SACHDEVA 94%

NETAJI SUBHASH UNIVERSITY OF TECHNOLOGY

SAYAK ROY 90%

MARVELL INDIA PVT. LTD.

LINGIREDDY HARSHIT REDDY 89%

INDIAN INSTITUTE OF TECHNOLOGY MADRAS

K. NITYA PRIYA 89%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

RAJASEKHAR NAVARA 89%

Eaton India Innovation Center

SANJANA DINTAKURTY 89%

BVRIT COLLEGE OF ENGINEERING,HYDERABAD

BRAJESH KUMAR 88%

BHARATI VIDYAPEETHS COLLEGE OF ENGINEERING

R SUSHMA PALLAVI 86%

BVRIT COLLEGE OF ENGINEERING,HYDERABAD

MALLIPEDDI RUCHITHA 86%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

SWASTIK RAI 86%

S.R.M. INSTITUTE OF SCIENCE AND TECHNOLOGY

P MILIND VENKATESWARA VARMA 85%

Indian Institute Of Technology Madras

ABHISHEK SHARMA 85%

NETAJI SUBHASH UNIVERSITY OF TECHNOLOGY

SHUBHAM SHUKLA 85%

NETAJI SUBHAS UNIVERSITY OF TECHNOLOGY AZAD HIND FAUJ MARG SECTOR - 3 , DWARKA NEW DELHI - 110078


Top 2 % of Certified Candidates

SANALKUMAR K 84%

IIT MADRAS

CHAITANYA GOLLAPUDY 84%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

PRAMOD P NAIR 84%

AMRITA COLLEGE OF ATS AND SCIENCES

BODDU GEETA SAI 84%

BVRIT COLLEGE OF ENGINEERING,HYDERABAD

P. MYTHREYE 84%

BVRIT COLLEGE OF ENGINEERING,HYDERABAD

SUMANTH V G 84%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

ARZOO HUDDA 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

KAVINDER SINGH 83%

S.R.M. INSTITUTE OF SCIENCE AND TECHNOLOGY

PAMULAPATI PRASHANTI 83%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

RATHNA K K 83%

Eaton India Innovation Center

B.SNEHA 83%

BVRIT COLLEGE OF ENGINEERING,HYDERABAD

SAI CHAND 83%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

NAGAM SURYA 83%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

AJOY KUMAR DAS 83%

CISCO


Top 5 % of Certified Candidates

K.YOGITHA GOUD 82%

BVRIT COLLEGE OF ENGINEERING,HYDERABAD

CHIGURUPATI CHANDRASEKAR 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

KOMAROJU DIVISHAD 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

SUMANTH CHANDRA V 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

AYAN MUKHERJEE 82%

IBM

RASHED MEHDI 82%

GOVERNMENT COLLEGE OF ENGINEERING & CERAMIC TECHNOLOGY

M. SABRIGIRIRAJ 81%

SVS COLLEGE OF ENGINEERING

CYRIAC BIJU NARAYAMPARAMBIL 81%

GOVERNMENT ENGINEERING COLLEGE, THRISSUR

PANKAJ AGRAWAL 81%

CMR TECHNICAL CAMPUS

SOWMYA MUDUGANTI 81%

BVRIT COLLEGE OF ENGINEERING,HYDERABAD

AFSHA NOWSHEEN 81%

BVRIT COLLEGE OF ENGINEERING,HYDERABAD

D R SHRIYA 81%

BVRIT COLLEGE OF ENGINEERING,HYDERABAD

MANTENA DILEEP SAI VARMA 81%

CMR TECHNICAL CAMPUS

JYOTI TRIPATHI 81%

G B PANT GOVERNMENT ENGINEERING COLLEGE

KOVOORI SUSHMA 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

EVENA RAVI TEJA 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

APPANA AMULYA 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

SRI KAUSHIK REDDY G 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

SAI ANOOP 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

HARSHAVARDHAN REDDY VASALA 81%

Capgemini

SRESHTA TADAKA 80%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

R SRADDHA 80%

BVRIT COLLEGE OF ENGINEERING,HYDERABAD

KALIKI SIVA SAI REDDY 80%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

M.NITINESHWAR 80%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

MANOHAR REDDY 79%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

SAURAV R 79%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

JAGRUTI SAVE 79%

FR. CONCEICAO RODRIGUES COLLEGE OF ENGINEERING

DR. G. HEMALATHA 79%

KANDULA SREENIVASA REDDY MEMORIAL COLLEGE OF ENGINEERING

GAMPA RAHUL 79%

SWAMI VIVEKANANDA INSTITUTE OF TECHNOLOGY

HIMA SRI BUSSA 79%

BVRIT COLLEGE OF ENGINEERING,HYDERABAD

MANJU LATHA VAJHALA 79%

BVRIT COLLEGE OF ENGINEERING,HYDERABAD

E SANJANA 79%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

KADUPU SANJANA 79%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

B SAMYUKTHA 79%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

ROHINI S 79%

VIT UNIVERSITY-VELLORE

PATLOLLA HAREESHWAR 79%

CMR TECHNICAL CAMPUS

ANANDALAKSHMI R 79%

SASTRA DEEMED TO BE UNIVERSITY

HARSHINI RAJARAM SHASTRY 79%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

RITHIKA CHAUDHARY 79%

CMR TECHNICAL CAMPUS

G.N.V.G. SIRISHA 79%

SAGI RAMAKRISHNAM RAJU ENGINEERING COLLEGE

Enrollment Statistics

Total Enrollment: 21653

Registration Statistics

Total Registration : 1730

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.