Course Name: Data Science for Engineers

Course abstract

Learning Objectives : 1. Introduce R as a programming language 2. Introduce the mathematical foundations required for data science 3. Introduce the first level data science algorithms 4. Introduce a data analytics problem solving framework 5. Introduce a practical capstone case study Learning Outcomes: 1. Describe a flow process for data science problems (Remembering) 2. Classify data science problems into standard typology (Comprehension) 3. Develop R codes for data science solutions (Application) 4. Correlate results to the solution approach followed (Analysis) 5. Assess the solution approach (Evaluation) 6. Construct use cases to validate approach and identify modifications required (Creating)


Course Instructor

Media Object

Prof. Shankar Narasimhan

Prof.Shankar Narasimhan is currently a professor in the department of Chemical Engineering at IIT Madras. His major research interests are in the areas of data mining, process design and optimization, fault detection and diagnosis and fault tolerant control. He has co-authored several important papers and a book titled Data Reconciliation and Gross Error Detection: An Intelligent Use of Process Data which has received critical appreciation in India and abroad.


Teaching Assistant(s)

K ISWARYA

M.Sc Statistics

 Course Duration : Jul-Sep 2019
  View Course
 Syllabus
 Enrollment : 15-May-2019 to 05-Aug-2019
 Exam registration : 01-Jun-2019 to 26-Aug-2019
 Exam Date : 29-Sep-2019, 29-Sep-2019

Enrolled

14938

Registered

1732

Certificate Eligible

1263

Certified Category Count

Gold

15

Silver

376

Elite

539

Successfully completed

333

Participation

179

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 the average of assignments in a particular week.
  • Week 2: (A2+A3)
Data Science for Engineers - Toppers list
Top 1 % of Certified Candidates

SAYAK ROY 98%

MARVELL INDIA PVT. LTD.

JOEL SUNIL 93%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

ROHITH SUDHEER 92%

INDIAN INSTITUTE OF TECHNOLOGY,TIRUPATI

SURYA K 91%

VIT UNIVERSITY-VELLORE

HIRAV SHAH 91%

INSTITUTE OF COMPUTER TECHNOLOGY, GANPAT UNIVERSITY

ISHAN VARSHNEY 91%

GAUTAM BUDDHA UNIVERSITY

AKANSHA SRIVASTAVA 91%

BANARAS HINDU UNIVERSITY

KAMAKSHA PRASAD DASH 90%

THE SEARCH AGENCY

ANANYA PRAMOD 90%

M S RAMAIAH INSTITUTE OF TECHNOLOGY

NIKHILESH PRABHAKAR 90%

VIT UNIVERSITY CHENNAI

KANAMATA REDDY PUNITH REDDY 90%

VELAGAPUDI RAMAKRISHNA SIDDHARTHA ENGINEERING COLLEGE

RICHA JAIN 90%

S.R.M. INSTITUTE OF SCIENCE AND TECHNOLOGY

GOVINDA RAJU VANJARI 90%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

SATHAWARA DHAVALKUMAR RAJESHBHAI 90%

INSTITUTE OF COMPUTER TECHNOLOGY, GANPAT UNIVERSITY

P S V S SAI PRASAD 90%

UNIVERSITY OF HYDERABAD


Top 2 % of Certified Candidates

GURU GUHA NARAYANAN MUTHUNARAYANAN 88%

VIT UNIVERSITY-VELLORE

MANASVI BHAT K 88%

M S RAMAIAH INSTITUTE OF TECHNOLOGY

UDITA KOTHARI 88%

JAIN COLLEGE

GUNTHA VENKATA DHANUSH KUMAR 88%

M S RAMAIAH INSTITUTE OF TECHNOLOGY

MISKIN DASH 88%

M S RAMAIAH INSTITUTE OF TECHNOLOGY

ANSHUL GUPTA 88%

M S RAMAIAH INSTITUTE OF TECHNOLOGY

UTKARSH MAHESWARI 88%

S.R.M. INSTITUTE OF SCIENCE AND TECHNOLOGY

PRASHANT KUMAR MISHRA 88%

S.R.M. INSTITUTE OF SCIENCE AND TECHNOLOGY

SIDARTH SUDHAKAR 88%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY, DESIGN AND MANUFACTURING, KANCHEEPURAM

JAWAHAR NARAYANAN 88%

INDIAN INSTITUTE OF TECHNOLOGY, MADRAS

VIKRANT BHAVANISHANKAR SHETTY 88%

NIIT UNIVERSITY

JITENDRA KAREKAR 88%

K.J.SOMAIYA COLLEGE OF ENGINEERING


Top 5 % of Certified Candidates

SATYAJIT GHANA 87%

M S RAMAIAH UNIVERSITY OF APPLIED SCIENCES

KOMATIREDDY SANDEEP REDDY 87%

SREENIDHI INSTITUTE OF SCIENCE AND TECHNOLOGY

MD JAFFAR MOLLAH 87%

UNIVERSITY OF MADRAS

VINAYAK KHARPUDE 87%

K.J.SOMAIYA COLLEGE OF ENGINEERING

AMIT SINGH NAYAL 87%

CHAUDHARY CHARAN SINGH UNIVERSITY MEERUT

BHARGAVA ANANTHA SAI VISWANADH GUNTURU 87%

COGNIZANT TECHNOLOGY SOLUTIONS

TUMPA BANERJEE 86%

SILIGURI INSTITUTE OF TECHNOLOGY

LAKSHYA KELKAR 86%

INSTITUTE OF ENGINEERING AND TECHNOLOGY, DEVI AHILYA VISHWAVIDYALAYA, INDORE

LAYEEQ AHMED 86%

ACCOLITE

SOHAM BISWAS 86%

INSTITUTE OF ENGINEERING & MANAGEMENT

CHALADI VEERA NAGA KOUSHIK 86%

VELAGAPUDI RAMAKRISHNA SIDDHARTHA ENGINEERING COLLEGE

MISHRA SAURABH RAJESH 86%

THAKUR COLLEGE OF ENGINEERING AND TECHNOLOGY

BANDARU MANI CHANDANA 86%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

RAHUL PEDNEKAR 86%

VODAFONE SHARED SERVICES PRIVATE LTD

ABHINANDAN PANDEY 86%

INDIAN INSTITUTE OF TECHNOLOGY,ROORKEE

MD KHALID MASOOD 86%

BIRLA INSTITUTE OF TECHNOLOGY, MESRA

HARSH KUMAR SINGH 86%

NA

RISHABH GUPTA 86%

MADHAV INSTITUTE OF TECHNOLOGY & SCIENCE

CHAITANYA D SANGWAI 86%

THE INSTITUTIONS OF ENGINEERS (INDIA)

AKKISETTY ROJARANI 85%

SREE VIDYANIKETHAN ENGINEERING COLLEGE

SOUMYASHREE DHABADE 85%

M S RAMAIAH INSTITUTE OF TECHNOLOGY

SHAH SMEET MAYURBHAI 85%

THE MAHARAJA SAYAJIRAO UNIVERSITY OF BARODA

KRISHNA KEERTHANA MUVVALA 85%

VELAGAPUDI RAMAKRISHNA SIDDHARTHA ENGINEERING COLLEGE

SAJJA RAJU 85%

SPACEWELL

KARAN BATRA 85%

TATA POWER DDL

SAI SUDHARSHAN R 85%

MADRAS INSTITUTE OF TECHNOLOGY

SATYAKI MAJUMDER 85%

B.P. PODDAR INSTITUTE OF MANAGEMENT AND TECHNOLOGY

S A V S SAMBHA MURTHY S 85%

GOVT. DEGREE COLLEGE , PADERU

EHTESHAM AKHTAR 85%

S.R.M. INSTITUTE OF SCIENCE AND TECHNOLOGY

NALADIMMU KARTHEEK RAM REDDY 85%

VELAGAPUDI RAMAKRISHNA SIDDHARTHA ENGINEERING COLLEGE

AMAN SINGHAL 85%

IIT MADRAS

PAMIR ROY 85%

NERIST

VANGALA RAVI SANKAR 85%

VIGNAN DEGREE COLLEGE

DR. SUSHANT RATH 85%

SAIL RDCIS

RAJASREE S 85%

COIMBATORE INSTITUTE OF TECHNOLOGY

DHRUV SURESHBHAI KALATHIA 85%

NIRMA UNIVERSITY INSTITUTE OF TECHNOLOGY

DEVIKA HARI 85%

TATA CONSULTANCY SERVICES LIMITED

Enrollment Statistics

Total Enrollment: 14938

Registration Statistics

Total Registration : 1732

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.