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)

No teaching assistant data available for this course yet
 Course Duration : Sep-Nov 2020
  View Course
 Enrollment : 20-May-2020 to 21-Sep-2020
 Exam registration : 14-Sep-2020 to 02-Nov-2020
 Exam Date : 18-Dec-2020

Enrolled

32795

Registered

2894

Certificate Eligible

2043

Certified Category Count

Gold

9

Silver

412

Elite

1004

Successfully completed

618

Participation

426

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: Assignment Score/week = average of scores of all assignments in that week Best 6/8 such scores will be considered for Assignment Score out of 100 We have taken best assignment score from Both Jan and July course
Data Science for Engineers - Toppers list
Top 1 % of Certified Candidates

PRANJAL PANDEY 94%

BANARAS HINDU UNIVERSITY

ABHINAND RAJAGOPAL 94%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY, DESIGN AND MANUFACTURING, KANCHEEPURAM

HIMIKA 92%

Sri venkateswara college

NIKHIL SHETTY 92%

AKSHIV SINGHLA 92%

SHRUTHI RAO 91%

INDIRA GANDHI DELHI TECHNICAL UNIVERSITY FOR WOMEN

RAJKUMAR PORWAL 90%

SHRI GOVINDRAM SEKSARIA INSTITUTE OF TECHNOLOGY AND SCIENCES

AYILA EESHA 90%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

KRANTHI KUMAR PARANKUSHAM 90%

SAI NAGA PAVAN GANDHI THANNEEDI 88%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

CHETNA AGARWAL 88%

J R VANI 88%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

MOKSHIKA MITRA 88%

INDIRA GANDHI DELHI TECHNICAL UNIVERSITY FOR WOMEN

Yaramala Kiran Reddy 88%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

KOUSHIKA PADMANABAN 87%

SRI SIVASUBRAMANIYA NADAR COLLEGE OF ENGINEERING

SURYANARAYANA RAJU PAKALAPATI 87%

MADANAPALLE INSTITUTE OF TECHNOLOGY & SCIENCE

CHAITHANYA KRISHNA MOORTHY 87%

Indian Institute of Technology,Madras

SRINIVAS PALUVAYI 87%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

RAMYA NEELAKANTAN 87%

INDIRA GANDHI DELHI TECHNICAL UNIVERSITY FOR WOMEN

AMAN DEEP SINGH BHATIA 87%

Columbus Global Services India Private Limited

TELUKUNTA VIJAY ABHINAV 87%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)


Top 2 % of Certified Candidates

ANSHI SRIVASTAV 86%

INDIRA GANDHI DELHI TECHNICAL UNIVERSITY FOR WOMEN

AMAR PARAMESWARAN 86%

Symbiosis Institute of Technology

ADIPUDI VENKATA SAI CHARAN 86%

AURORA`S TECHNOLOGICAL AND RESEARCH INSTITUTE

KAAVYA S 86%

SRI SIVASUBRAMANIYA NADAR COLLEGE OF ENGINEERING

SOMAROUTHU SAI SAKETH 85%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

RIDDHI JAIN 85%

INDIRA GANDHI DELHI TECHNICAL UNIVERSITY FOR WOMEN

SARANYA C R 85%

KUMBALATHU SANKUPILLAI MEMORIAL DEVASWOM BOARD COLLEGE

JESWIN TOM JOSEPH 85%

Indian Institute of Technology,Madras

PREETAM SIVAMURTHY GANGAVATI 85%

Indian Institute of Technology,Madras

SHIVANGI AGRAWAL 85%

BANARAS HINDU UNIVERSITY

YERRAMSETTI SATYA TEJ 85%

BANARAS HINDU UNIVERSITY

SHIVA ABHIJITH 85%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

AISHWARYA PONNI P 85%

SRI SIVASUBRAMANIYA NADAR COLLEGE OF ENGINEERING

ANDREA CELESTINE SOLOMON 85%

SRI SIVASUBRAMANIYA NADAR COLLEGE OF ENGINEERING

RUTU KIRAN 85%

R V COLLEGE OF ENGINEERING

NAGA KALYAN REPALLE 84%

PUNYA WAHI 84%

INDIRA GANDHI DELHI TECHNICAL UNIVERSITY FOR WOMEN

BINWANT KAUR 84%

Indira Gandhi Delhi Technical University for Women

LAKKU ABHINANDANA 84%

SRI VENKATESWARA UNIVERSITY COLLEGE OF ENGINEERING

AHAMMED SHERIEF K Y 84%

NATIONAL INSTITUTE OF TECHNOLOGY ANDHRA PRADESH

PEDDI SAI VARSHITH 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

VIVEK RUPENDER GOPU 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

SINGIREDDY KEERTHANA REDDY 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

S SHARMILA JESINTHA 84%

BEERAM VINEETH REDDY 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

BASI REDDY VENKATA SAI KISHAN REDDY 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

NAGAPPAN N 84%

INDIAN INSTITUTE OF TECHNOLOGY MADRAS

MANOJ KUMAR S 84%

Indian Institute of Technology,Roorkee


Top 5 % of Certified Candidates

SANDEEP SINGH 83%

ACROPOLIS INSTITUTE OF TECHNOLOGY & RESEARCH

ANWESH RAMESH 83%

AURORA`S TECHNOLOGICAL AND RESEARCH INSTITUTE

VIVEK KUMAR SHAW 83%

Tata Consultancy Services Ltd.

BOLLINA DEVI SAI TANUSHA 83%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

KRISHNAM NAIDU S 83%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

VUTUKURI SMS MANIDEEP 83%

LOVELY PROFESSIONAL UNIVERSITY

RAMYA R 83%

KAMARAJ COLLEGE OF ENGINEERING AND TECHNOLOGY

Y TAGORE ASHISH 83%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

SUBHABRATA ACHARYA 83%

Siksha O Anusandhan Deemed to be University

VEDANT GAUTAM 83%

S.R.M. INSTITUTE OF SCIENCE AND TECHNOLOGY

KULKARNI RISHAB 83%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

UDAY PRASHANTH 83%

Indian Institute of Technology, Madras

ANIKET DEEPAK MALPURE 83%

Pune Institute of Computer Technology

ULUSU DURGA HARSHITHA 83%

DBS Bank

MANDA HRITHIK 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

VISHWESH PORWAL 82%

INSTITUTE OF ENGINEERING AND TECHNOLOGY, DAVV

ACHHE GOWDA N 82%

Anmerkung Solutions Private Limited

BOLLOJU PRANAY KUMAR 82%

KAKATIYA INSTITUTE OF TECHNOLOGY & SCIENCE

ANUMANDLA SRI RAM REDDY 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

ANKAM RAVI TEJA 82%

Optum Global Solutions

NIVEDITA DWIVEDI 82%

INDIRA GANDHI DELHI TECHNICAL UNIVERSITY FOR WOMEN

INAMPUDI DEVASHISH 82%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

NIKITA GARG 82%

INDIRA GANDHI DELHI TECHNICAL UNIVERSITY FOR WOMEN

SHAIK VAHEED 82%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

ANNALIE MARIA D ALMEIDA 82%

PADRE CONCEICAO COLLEGE OF ENGINEERING

DAMANJEET KAUR 82%

INDIRA GANDHI DELHI TECHNICAL UNIVERSITY FOR WOMEN

RANJAN KUMAR 82%

Aryabhatta College

SAISH BALAJI DESAI 82%

CHARU GUPTA 82%

BANARAS HINDU UNIVERSITY

ARJUN JAYAKUMAR 82%

Indian Institute of Technology Madras

KUMAR RAMANAND 82%

AISHWARYA NARAYANAN 82%

BNP BPSS

DAWOOD ANSARI H 82%

MCDERMOTT

MARIA PHILNA ARUJA 82%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY, DESIGN AND MANUFACTURING, KANCHEEPURAM

VIGNESH S 82%

RAHUL KUMAR 82%

Indian Institute of Technology,Tirupati

YASH PUJARI 82%

AISSMS COLLEGE OF ENGINEERING, PUNE

SWETHA V 81%

SRI SIVASUBRAMANIYA NADAR COLLEGE OF ENGINEERING

HARSHENE RAVINDRAN 81%

SRI SIVASUBRAMANIYA NADAR COLLEGE OF ENGINEERING

CHOPPADANDI SREEJA 81%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

NAGENDRA N 81%

Jawaharlal Nehru Technological University College of Engineering Sulthanpur, Sangareddy District.

DEEKSHA 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

PRAJWAL KISHAN Y 81%

Accenture

DAMANPREET KAUR 81%

Publicis Sapient

SARDAR MANMEET SINGH 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

PENDALA YAGNA SREE BHAVANI 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

GARIMA 81%

Indira Gandhi Delhi Technical University for Women

GURLEEN DHOD 81%

INDIRA GANDHI DELHI TECHNICAL UNIVERSITY FOR WOMEN

PASHAM JAYA KRISHNA 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

AISHWARYA DEVI M R 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

BURRA SAITHARUN 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

SAMUDRALA SUCHARITHA 81%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

METTUKURU AVINASH REDDY 81%

SRI SIVASUBRAMANIYA NADAR COLLEGE OF ENGINEERING

RAHUL THAKUR 81%

MANAV RACHNA UNIVERSITY

SANJANA VEGESNA 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

TUSHAR MADHUSUDAN RASTE 81%

TERADATA INDIA PVT LTD

GANESH ROHIT NIROGI 81%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

NARAHARI SWATHI 81%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

RACHAKONDA ABHISHEK 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

DOGIPARTHI VENKATA SATYA SAI SUJAN 81%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

Enrollment Statistics

Total Enrollment: 32795

Registration Statistics

Total Registration : 2738

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.