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.


Teaching Assistant(s)

Omprakash Chakraborty

M.S., Computer Science and Engineering

 Course Duration : Feb-Mar 2018
  View Course
 Enrollment : 20-Nov-2017 to 05-Feb-2018
 Exam registration : 08-Jan-2018 to 07-Mar-2018
 Exam Date : 28-Apr-2018

Enrolled

15351

Registered

1105

Certificate Eligible

820

Certified Category Count

Gold

3

Silver

0

Elite

343

Successfully completed

474

Participation

138

Success

Elite

Gold




Legend

>=90 - Elite + Gold
60-89 - Elite
40-59 - Successfully Completed
<40 - No Certificate

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
Data Mining - Toppers list
Top 1 % of Certified Candidates

ADITYA SANTRA 91%

B.P. PODDAR INSTITUTE OF MANAGEMENT AND TECHNOLOGY

ABHAS KUMAR 91%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY KALYANI

KIRAN KAMLESH ISRANI 90%

ST.FRANCIS INSTITUTE OF TECHNOLGY

GULSHAN KUMAR 88%

INSTITUTE OF ENGINEERING & MANAGEMENT

NISHANT SINGH 88%

VIT UNIVERSITY CHENNAI

KAUSHALENDRA KUMAR SINGH 88%

JSS ACADEMY OF TECHNICAL EDUCATION

AJAY KRISHNA M 87%

AMRITA SCHOOL OF ENGINEERING, AMRITA VISHWA VIDYAPEETHAM

Y KRISHNA BHARGAVI 87%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

SHASHWAT SINGH 87%

KIET GROUP OF INSTITUTIONS

ANKAN CHOWDHURY 87%

B.P. PODDAR INSTITUTE OF MANAGEMENT AND TECHNOLOGY

SUNNY AGGARWAL 87%

Aricent Technologies

ARUNA KUMARI PALISETTY 87%

JNTUK-UNIVERSITY COLLEGE OF ENGINEERING, VIZIANAGARAM


Top 2 % of Certified Candidates

B.T.SHOBANA 86%

SRI VENKATESWARA COLLEGE OF ENGINEERING

JOMESH GEORGE 86%

PURPOSE TECHNOLOGY

RITWIK DHARA 86%

KIIT UNIVERSITY

ARUNIMA NANDY 85%

INSTITUTE OF ENGINEERING & MANAGEMENT

MASUM MANDAL 85%

FUTURE INSTITUTE OF ENGINEERING AND MANAGEMENT

GIRISH SANJAY BHARAMBE 85%

VISHWAKARMA INSTITUTE OF INFORMATION TECHNOLOGY

V.SOWMYA 85%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

KAILASHNATH NAGENDRAN 85%

AMRITA SCHOOL OF ENGINEERING

JYOTI SHETTY 85%

R V COLLEGE OF ENGINEERING

MEENAKSHI 85%

SRM UNIVERSITY - KATTANKULATHUR


Top 5 % of Certified Candidates

SHARIK ALI ANSARI 84%

COLLEGE OF ENGINEERING ROORKEE

S BEATRICE 84%

XAVIER INSTITUTE OF ENGINEERING

KUNDAN RANJAN 84%

VIT UNIVERSITY-VELLORE

MOHNISH CHAUDHARY 84%

MU SIGMA

V.VENNILA 84%

K.S.R. COLLEGE OF ENGINEERING

NIRJAR PRADIPRAO LOHAKARE 84%

SHIVAJI SCIENCE COLLEGE, NAGPUR

ADITI CHANDRA 83%

IIT KHARAGPUR

AKSHAY KRISHNA 83%

R.N.S.INSTITUTE OF TECHNOLOGY

GAJERA KISHAN KAMLESH 83%

ST.FRANCIS INSTITUTE OF TECHNOLGY

AYAN GUHA BISWAS 82%

B.P. PODDAR INSTITUTE OF MANAGEMENT AND TECHNOLOGY

SARIKA SACHDEVA 82%

WILDNET TECHNOLOGIES

DR.S.POONKUZHALI 82%

RAJALAKSHMI ENGINEERING COLLEGE

RAMACHANDRAN GANESAN 82%

GARTNER

PRASHANT YADAV 82%

UNIVERSITY OF PETROLEUM AND ENERGY STUDIES

ANTARA ROY CHOUDHURY 82%

BMS COLLEGE OF ENGINEERING

SUDIPTA DANDAPAT 82%

JALPAIGURI GOVT. ENGINEERING COLLEGE

JANISA JOHN COLACO 82%

FR. CONCEICAO RODRIGUES COLLEGE OF ENGINEERING

SHUBHAM BHATTACHARJEE 82%

FUTURE INSTITUTE OF ENGINEERING AND MANAGEMENT

AMANDEEP 82%

BIRLA INSTITUTE OF TECHNOLOGY AND SCIENCE, PILANI

Enrollment Statistics

Total Enrollment: 15351

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Assignment Statistics



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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.