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.


More info
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Prof. Ragunathan Rengasamy

Prof. Ragunathan Rengasamy is a Professor at the Department of Chemical Engineering and a core member of the recently established Robert Bosch Center for Data Science and AI (RBC-DSAI) at IIT Madras. He is also a co-Founder and Director of Gyan Data Pvt. Ltd. (GDPL, identified as one of the top 10 start-ups to watch out for in 2018 by Analytics India Magazine), a high tech start-up in the area of data analytics located at IIT Madras Research Park. Recently, he co-founded GITAA Pvt. Ltd., a data science education company, incubated by the IITM Incubation Cell. Prior to this, he was Professor, Chemical Engineering and co-director of the Process Control and Optimization Consortium (PCOC) at Texas Tech University, Lubbock, TX USA, Associate and full Professor at Clarkson University, Potsdam, NY and Assistant Professor at IIT Bombay, Mumbai, India.
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Teaching Assistant(s)

No teaching assistant data available for this course yet
 Course Duration : Jul-Sep 2021
  View Course
 Syllabus
 Enrollment : 20-May-2021 to 02-Aug-2021
 Exam registration : 17-Jun-2021 to 20-Aug-2021
 Exam Date : 26-Sep-2021

Enrolled

24493

Registered

3010

Certificate Eligible

2140

Certified Category Count

Gold

19

Silver

390

Elite

1096

Successfully completed

635

Participation

554

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 July 2020, Jan 2021 and July 2021 courses
Data Science for Engineers - Toppers list
Top 1 % of Certified Candidates

KEVAL KAMANI 95%

BHUKYA THARUN 94%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

ANNEPU SAI SRI HARSHA 94%

INDIAN INSTITUTE OF TECHNOLOGY,KHARAGPUR

ROHAN NOLAN LASRADO 93%

VIT UNIVERSITY-VELLORE

SHRUTI MEENAKSHI M 91%

MADRAS INSTITUTE OF TECHNOLOGY

PRANAY KRISHNA 91%

BANARAS HINDU UNIVERSITY

NAVROOP KAUR 91%

KUMAR ABHISHEK 91%

Steel Authority of India

JYOTIRMOY DEY 90%

Indian Institute of Space Science and Technology

VARIKUPPALA PRAVEEN KUMAR 90%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

DEBAJYOTI PAL 90%

Tavant Technologies

NEELESHA MAITI 90%

BANARAS HINDU UNIVERSITY

THUMMALA NIHEETH 90%

INDIAN INSTITUTE OF TECHNOLOGY,TIRUPATI

NVS PAVAN KARTHIK 90%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

GIRISH G 90%

MADRAS INSTITUTE OF TECHNOLOGY

PAVAN DANDU 90%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

LAKSHIT PANDE 90%

Kirori Mal College

VIBHA SHEKAR N S 90%

MALNAD COLLEGE OF ENGINEERING

DHEERAJ TALARI 90%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

MOHD MUZAMMIL 88%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

SUDIPTA BANERJEE 88%

BANARAS HINDU UNIVERSITY

PRAMOD KUMAR SN 88%

NTT Data

ANAMIKA BASU THAKUR 88%

Jesus and Mary College, University of Delhi

ANSHIKA GUPTA 88%

BANARAS HINDU UNIVERSITY

KASALA AKASH DEEP GOUD 88%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

HARDIK SHRIVASTAVA 88%

BHARATIYA VIDYA BHAVANS SARDAR PATEL INSTITUTE OF TECHNOLOGY

KHUSHEE KAPOOR 88%

MANIPAL ACADEMY OF HIGHER EDUCATION, MANIPAL

HARSHITH MUNDADA 88%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)


Top 2 % of Certified Candidates

U VIJAY NIKHIL 87%

VIT UNIVERSITY-VELLORE

AADITYA HEMANT CHATTANKATIL 87%

VIT UNIVERSITY CHENNAI

PADALA ANUSHA LAKSHMI 87%

JNTUK-UNIVERSITY COLLEGE OF ENGINEERING, VIZIANAGARAM

KRUTHI SHANDILYA M 87%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

SANGITA VEDH SIVAJI KUMAR 86%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

MANIVISHNUDEEP 86%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

CHILUKURI MOKSHITH 86%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

NEERAJ KUMAR 86%

RDSO

SOUVIK DUTTA 86%

HALDIA INSTITUTE OF TECHNOLOGY

SUSHANTA KUMAR BISWAL 86%

BOEING INDIA PVT

RUCHITA VALABOJU 86%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

CHENCHALA HASINI 86%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

KAMALAKAR BAPANAPALLI 86%

Sravanam Keerthanam Smaranam

KRISHNA CHAITANYA ADDANKI 86%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

PEDDAPURAM MAHESH 85%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

MOHAMMED SHANAS P K 85%

INDIAN INSTITUTE OF TECHNOLOGY,KHARAGPUR

SATYAM PUSHKAR 85%

Danske IT

RISHIKESH UPADHYA 85%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

MURIKI ROHAN 85%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

HARIKRISHNAN NAIR 85%

VIT UNIVERSITY-VELLORE

MANISH KUMAR 85%

TransUnion

BHAVIYA LALITH KAMDAR 85%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

SHRUTI N DODANI 85%

DWARKADAS J.SANGHVI COLLEGE OF ENGINEERING

SATHYA HARSHA VALA 85%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

ANIKET MAHADEO MANDREKAR 85%

GOA COLLEGE OF ENGINEERING

AKASH A NAIR 85%

BMT

SMIJO R KARAVELLIL 85%

PRAJWALITA JAYADEV CHAVAN 85%

PONUGOTI VARSHITH 85%

SPHOORTHY ENGINEERING COLLEGE


Top 5 % of Certified Candidates

KOVVURI JAYANTH 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

MELLACHERVU SINDHUJA 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

D AAKANKSHA 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

MEGHNA DESAI 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

M SPOORTHI 84%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

GOLLA ANJALI 84%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

YASHIKA 84%

INDIRA GANDHI DELHI TECHNICAL UNIVERSITY FOR WOMEN

DEEVI DIVYA SESHA SREE 84%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

SAKEES CHIDAMBARAM 84%

SFO Technologies Pvt Ltd

SAI CHARAN C 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

PITTALA ABHISHEK 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

VIJAY KRISHNAN V 84%

Ugam Solutions

BAKI DIVYASREE 84%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

SHEIK ARSHAD 84%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

SAKSHAM MITTAL 84%

CHANDIGARH UNIVERSITY MOHALI PUNJAB

AYUSH PATEL 84%

SRM UNIVERSITY, DELHI-NCR

JASASWI PRASAD MOHANTY 84%

Silicon Institute of Technology

SYED MIZBAHUDDIN 84%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

RIYA SHANAVAS 84%

SCHOOL OF ENGINEERING

DEEPANSHU MALIK 84%

INDIAN INSTITUTE OF TECHNOLOGY,BHUBANESWAR

HARISH ROHAN KAMBHAMPATY 84%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

R SIDDHARTH REDDY 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

ALVIN VINOD CHANDRAN 84%

KEDARI LAL DHAKER 84%

JAYPEE UNIVERSITY OF ENGINEERING AND TECHNOLOGY, GUNA

UPPALA SUKEERTHI 84%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

SHRISH R 83%

MADRAS INSTITUTE OF TECHNOLOGY

KOTA LAKSHMI PRIYA 83%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

SURENDRA KUMAR 83%

Saint-Gobain India Research and Development

ADDEPALLI SAI GOUTHAM VARMA 83%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

ABHAY PRATAP SINGH 83%

INDIAN INSTITUTE OF TECHNOLOGY DELHI

DEBRAJ MONDAL 83%

FUTURE INSTITUTE OF TECHNOLOGY

MERUGA TULASI JAGAN 83%

TCS

TELAGAREDDY SAI CHAND 83%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

AHATISHAM HUSSAIN ANSARI 83%

Alshaya

ANOUSHKA A CHAKRAVORTY 83%

VIT UNIVERSITY-VELLORE

KAKARAPARTHY V N P SIDDHARTHA 83%

JNTUK-UNIVERSITY COLLEGE OF ENGINEERING, VIZIANAGARAM

NAMSHAMGARI SAI KRISHNA 83%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

SAKETH RAM JOSYABHATLA 83%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

BODIGA RITHWIKA 83%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

VIMAL SRIVASTAVA 83%

ABES Institute of Technology

VINAYAK RAMACHANDRAN NAMBIAR 83%

RAHUL N 83%

NATIONAL INSTITUTE OF TECHNOLOGY ANDHRA PRADESH

MANISH KUMAR 83%

CHANDRA MOULI KOTTA KOTA 83%

NATIONAL INSTITUTE OF TECHNOLOGY ANDHRA PRADESH

YALLANKI UMA 83%

MAHATMA GANDHI INSTITUTE OF TECHNOLOGY

KOTHA SUSHANTH REDDY 83%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

ELLURU SUSHREETA 83%

Mahatma Gandhi Institute of Technology

AKULA VINAY KUMAR 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

N V AJAY 82%

SRM UNIVERSITY,VADAPALANI

ABHISHEK SRIKRISHNA 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

BABU D 82%

THANTHAI PERIYAR GOVERNMENT INSTITUTE OF TECHNOLOGY

ARTHAM ABHINAY 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

DR KAJAL S PATEL 82%

VISHWAKARMA GOVERNMENT ENGINEERING COLLEGE (VGEC), CHANDKHEDA

S R PRABHANJAN 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

AMAN SINGH JOLLY 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

LOPAMUDRA BERA 82%

INSTITUTE OF MANAGEMENT STUDY

J P HANNAH DEVA ATHISAYAM 82%

MHA, Government of India

GAGANDEEP SINGH 82%

S. R. S. GOVT. POLYTECHNIC COLLEGE FOR GIRLS, LUDHIANA

YASHAS ANAND 82%

B N M INSTITUTE OF TECHNOLOGY

PENMATSA VIJAY RAMA RAJU 82%

JNTUH COLLEGE OF ENGINEERING SULTANPUR

AMRUTHA SHERLINE GAFFAR 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

RISHAB K S 82%

PES UNIVERSITY

SHAIK MUDASSIR 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

G R S SAI SHARAN ABHISHEK 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

NIDUGONDI SHREYA 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

VISHAL BUDDHISAGAR PANDEY 82%

K.J.SOMAIYA INSTITUTE OF ENGG. AND INFORMATION TECHNOLOGY,SION,MUMBAI

AMIT KUNTE 82%

Bharat Petroleum Corporation

SRIMATHI S 82%

SRM UNIVERSITY,VADAPALANI

PRAVEEN CHANDRAKAR 82%

GOVERNMENT COLLEGE OF ENGINEERING BILASPUR

HARSHANKAR REDDY G 82%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

VIBHUTI SAHA 82%

Indira Gandhi Delhi Technical University For Women

DHRUTI P SHARMA 82%

SARVAJANIK COLLEGE OF ENGINEERING & TECHNOLOGY

VARSHITH CHANDRAMUKHI 82%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

Enrollment Statistics

Total Enrollment: 24493

Registration Statistics

Total Registration : 3010

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.

As a student from chemical engineering background i thoroughly enjoyed the course. I came to see the courses in the section for computer science but it is actually for any Engineering discipline and its applicability is wide. Thank you for providing such nice course with free of cost also I am waiting for the exam results can someone tell me when will the exam results come.