Course Name: Data Mining

Course abstract

Data mining is study of algorithms for finding patterns in large data sets. It is an integral part of modern industry, where data from its operations and customers are mined for gaining business insight. It is also important in modern scientific endeavors. Data mining is an interdisciplinary topic involving, databases, machine learning and algorithms. The course will cover the fundamentals of data mining. It will explain the basic algorithms like data preprocessing, association rules, classification, clustering, sequence mining and visualization. It will also explain implementations in open source software. Finally, case studies on industrial problems will be demonstrated.


Course Instructor

Media Object

Prof. Pabitra Mitra

Pabitra Mitra is an Associate Professor of Computer Science and Engineering at Indian Institute of Technology Kharagpur. He did his BTech in Electrical Engineering from IIT Kharagpur and PhD from ISI Calcutta. He was a Scientist at Centre for Artificial Intelligence and Robotics, Bangalore and an Assistant Professor at IIT Kanpur. He received the INAE Young engineer Award, IBM Faculty Award and Yahoo Faculty Award. He has authored a book on Data mining and about 50 papers in international journals.


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Teaching Assistant(s)

No teaching assistant data available for this course yet
 Course Duration : Feb-Apr 2021
  View Course
 Syllabus
 Enrollment : 18-Nov-2020 to 15-Feb-2021
 Exam registration : 15-Jan-2021 to 12-Mar-2021
 Exam Date : 24-Apr-2021

Enrolled

10622

Registered

555

Certificate Eligible

231

Certified Category Count

Gold

6

Silver

32

Elite

80

Successfully completed

113

Participation

88

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 6 out of 8 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
Data Mining - Toppers list
Top 1 % of Certified Candidates

ANNEPU SAI SRI HARSHA 99%

INDIAN INSTITUTE OF TECHNOLOGY,KHARAGPUR

BENNABHAKTULA RITESH 90%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

ARINJAY BHOWMICK 90%

ST.THOMAS COLLEGE OF ENGINEERING AND TECHNOLOGY

SARATH NAIR 90%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

RANIT KUMAR DEY 90%

INDIAN INSTITUTE OF ENGINEERING SCIENCE AND TECHNOLOGY, SHIBPUR

ABHILASH ANTONY 90%

MUTHOOT INSTITUTE OF TECHNOLOGY & SCIENCE


Top 2 % of Certified Candidates

Top 5 % of Certified Candidates

RAKSHA AGARWAL 88%

Indian Institute of Technology Delhi

SAI CHARAN NALLA 88%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

VEDANSH KAPOOR 86%

THAPAR INSTITUTE OF ENGINEERING & TECHNOLOGY, PATIALA

RAHUL DASHARATH GAVAS 86%

INDIAN INSTITUTE OF TECHNOLOGY,KHARAGPUR

T JALAJA 85%

VASAVI COLLEGE OF ENGINEERING

MOUMITA BASU 85%

UNIVERSITY OF ENGINEERING & MANAGEMENT (UEM)

Enrollment Statistics

Total Enrollment: 10630

Registration Statistics

Total Registration : 555

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.