Course Name: Machine Learning for Engineering and Science Applications

Course abstract

Recent applications of machine learning have exploded due to cheaply available computational resources as well as wide availability of data. Machine Learning (ML) techniques provides a set of tools that can automatically detect patterns in data which can then be utilized for predictions and for developing models. Developments in ML algorithms and computational capabilities have now made it possible to scale engineering analysis, decision making and design rapidly. This, however, requires an engineer to understand the limits and applicability of the appropriate ML algorithms. This course aims to provide a broad overview of modern algorithms in ML, so that engineers may apply these judiciously. Towards this end, the course will focus on broad heuristics governing basic ML algorithms in the context of specific engineering applications. Students will also be trained to implement these methods utilizing open source packages such as TensorFlow.


Course Instructor

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Prof. Ganapathy Krishnamurthi

Dr Ganapthy Krishnamurthi is a faculty member in the Engineering Design Department at IIT-Madras. His areas of research interest include Medical Image Analysis and Image Reconstruction.
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Prof.Balaji Srinivasan

Dr Balaji Srinivasan is a faculty member in the Mechanical Engineering Department at IIT-Madras. His areas of research interest include Numerical Analysis, Computational Fluid Dynamics and applications of Machine Learning.
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Teaching Assistant(s)

Vikas Kumar Anand

PhD, Engineering Design

Vikas Kumar Anand

PhD, Engineering Design

Baki Harish

Mechanical Engineering

MAHENDRA KHENED

PhD, Department of Engineering Design

Vikas Dwivedi

PhD, Mechanical Engineering

 Course Duration : Jan-Apr 2019
  View Course
 Syllabus
 Enrollment : 15-Nov-2018 to 30-Apr-2018
 Exam registration : 28-Jan-2019 to 19-Apr-2019
 Exam Date : 28-Apr-2019, 28-Apr-2019

Enrolled

21535

Registered

2146

Certificate Eligible

1624

Certified Category Count

Gold

1

Silver

125

Elite

538

Successfully completed

960

Participation

130

Success

Elite

Silver

Gold




Legend

>=90 - Elite + Gold
75-89 -Elite + Silver
>=60 - Elite
40-59 - Successfully Completed
<40 - No Certificate

Final Score Calculation Logic

  • Assignment Score = Average of best 8 out of 12 assignments.
  • Final Score(Score on Certificate)= 75% of Exam Score + 25% of Assignment Score
Machine Learning for Engineering and Science Applications - Toppers list
Top 1 % of Certified Candidates

SRINIVASAN ARUNACHALAM 90%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

DEEPAK CHALLIYIL 88%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY DESIGN AND MANUFACTURING, KURNOOL

DEEPAK PRAKASH K 87%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

E. RAJASEKHAR NICODEMUS 86%

GENERAL MOTORS TECHNICAL CENTER INDIA

LOHITH N V 85%

M S RAMAIAH INSTITUTE OF TECHNOLOGY

MERU JAIN 85%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

AYUSH MODI 84%

NEIL GOGTE INSTITUTE OF TECHNOLOGY

ARUN RAMACHANDRAN 84%

AMD

JAYA GOVIND BAPESH VINNAKOTA 84%

INFOSYS LTD.

BISWAJIT SAHOO 84%

INDIAN INSTITUTE OF TECHNOLOGY, KHARAGPUR.

CHANDRA KUMAR R 83%

AMD INDIA, BANGALORE

PRADEEP SHARMA 83%

GMTCI

DHRUV SHETTY 83%

COLLEGE OF ENGINEERING PUNE

GOKUL N. C. 82%

MULTICOREWARE

SHAHEERA SABA MOHD NASEEM AKHTER 82%

COLLEGE OF ENGINEERING PUNE

DUBEY VARSHIT SHAILENDRA 82%

COLLEGE OF ENGINEERING PUNE

SHADAB AZEEM 82%

ISI DELHI

SHUBHAM KUMAR 82%

INSTITUTE OF ENGINEERING & TECHNOLOGY,LUCKNOW

MIHIR PURWAR 82%

JAYPEE INSTITUTE OF INFORMATION TECHNOLOGY


Top 2 % of Certified Candidates

MURKI SAI SRIKANTH 81%

NEIL GOGTE INSTITUTE OF TECHNOLOGY

PAMIR ROY 81%

NERIST

MOHAMMED HABEEB A 81%

PERWAD.IN

PYATA CHARAN 81%

RAJIV GANDHI UNIVERSITY OF KNOWLEDGE TECHNOLOGIES

MANI KANTA SAI NUTHI 81%

RAJIV GANDHI UNIVERSITY OF KNOWLEDGE TECHNOLOGIES

MUDIT SINGAL 81%

COLLEGE OF ENGINEERING PUNE

SUJOY MONDAL 81%

RCC INSTITUTE OF INFORMATION TECHNOLOGY

ABHISHEK KUMAR SINHA 81%

DR. B. C. ROY ENGINEERING COLLEGE

BHAUMIK VAIDYA 81%

SARVAJANIK COLLEGE OF ENGINEERING & TECHNOLOGY

ADIRTHA BORGOHAIN 81%

TEZPUR UNIVERSITY

AMARAKOTA MADHU VAMSI 81%

KALASALINGAM ACADEMY OF RESEARCH AND EDUCATION

ASHISHKUMAR KIRITBHAI GOR 80%

DHARMSINH DESAI UNIVERSITY,NADIAD

AKSHAY 80%

NIT KURUKSHETRA

SAI PRASATH.K.J 80%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY, DESIGN AND MANUFACTURING, KANCHEEPURAM

SUJAN DUTTA 80%

KALYANI GOVT. ENGINEERING COLLEGE

HAIFA BASHEER 80%

GOVERNMENT ENGINEERING COLLEGE, THRISSUR

KUSHAGRA SHUKLA 80%

INSTITUTE OF ENGINEERING & TECHNOLOGY,LUCKNOW

MAYUR WANVE 80%

VIDYALANKAR INSTITUTE OF TECHNOLOGY


Top 5 % of Certified Candidates

DIVIJ HANDA 79%

UNIVERSITY SCHOOL OF INFORMATION, COMMUNICATION AND TECHNOLOGY

P VENKAT AKHIL KUMAR 79%

RAJIV GANDHI UNIVERSITY OF KNOWLEDGE TECHNOLOGIES

KOMATI RAJU 79%

RAJIV GANDHI UNIVERSITY OF KNOWLEDGE TECHNOLOGIES

ROHIT RAGHUNATH TELI 79%

COLLEGE OF ENGINEERING PUNE

MANISH GARG 79%

JAIPUR ENGINEERING COLLEGE AND RESEARCH CENTRE

SAUMYA GARG 79%

NATIONAL INSTITUTE OF TECHNOLOGY , SILCHAR

SRAVYA YELLUTLA 79%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

NILARUN MUKHERJEE 79%

BENGAL INSTITUTE OF TECHNOLOGY

SAURABH PATEL 79%

NEIL GOGTE INSTITUTE OF TECHNOLOGY

SUBHASHNI KUMARI 79%

SANT LONGOWAL INSTITUTE OF ENGINEERING AND TECHNOLOGY

YASHVEER SINGH SOHI 79%

FR.C.RODRIGUES INSTITUTE OF TECHNOLOGY

SWARALI DABHADKAR 78%

COLLEGE OF ENGINEERING PUNE

APARAJITHA MURALI 78%

SELF - EMPLOYED

PRANAV BHASKAR 78%

ARMY INSTITUTE OF TECHNOLOGY

PRASOON MISHRA 78%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY DESIGN AND MANUFACTURING, KURNOOL

MD.WAZIR ALI 78%

NIELSEN INDIA PVT. LTD.

VISHAL SINGH 78%

HITACHI CONSULTING

KANISHKA CHOWDHURY 78%

TEZPUR UNIVERSITY

SOURISH SARMAH 78%

TEZPUR UNIVERSITY

UDIT KUMAR 78%

INSTITUTE OF ENGINEERING & TECHNOLOGY,LUCKNOW

ANMOL RAJ SAIKIA 78%

TEZPUR UNIVERSITY

RAAJ TILAK SARMA 78%

TEZPUR UNIVERSITY

AMIT SHARMA 77%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY DESIGN AND MANUFACTURING, KURNOOL

HIMANSHU ROHILLA 77%

NIT KURUKSHETRA

HIMANSHU PODDAR 77%

PES UNIVERSITY

SUJEETH SARAVAN RAJ S 77%

GREAT LAKES INSTITUTE OF MANAGEMENT

KONDURI VENKATA SAI PRASANNA ABHILASH REDDY 77%

HEXAGON CAPABILITY INDIA PVT LTD

V KARTHIK 77%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY, DESIGN AND MANUFACTURING, KANCHEEPURAM

MAYUR 77%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

MAYANK 77%

DIT UNIVERSITY

APPALA NARASIMHA RAO PADALA 77%

BROADCOM

NAVEEN RAJ 77%

INDIAN INSTITUTE OF TECHNOLOGY MADRAS

BHAMIDIPATI V V S V AMIT 77%

MAHARAJ VIJAYARAM GAJAPATHI RAJ COLLEGE OF ENGINEERING

VISHAL GUPTA 77%

TEZPUR UNIVERSITY

VAISHALI H KULKARNI 77%

MPSTME, SVKMS NMIMS DEEMED TO BE UNIVERSITY

SANFORD MASCARENHAS 77%

ST.FRANCIS INSTITUTE OF TECHNOLGY

B SWATHI 77%

CADENCE DESIGN SYSTEMS

VISHAL KUMAR 76%

TEZPUR UNIVERSITY

KAUSTHAV PRATIM KALITA 76%

ASSAM DON BOSCO UNIVERSITY

VEMULA PRASHANTH 76%

RAJIV GANDHI UNIVERSITY OF KNOWLEDGE TECHNOLOGIES

ABHIJEET SINGH KAURAV 76%

MAULANA AZAD NATIONAL INSTITUTE OF TECHNOLOGY, BHOPAL

JAISINGH DAUD 76%

INDIAN INSTITUTE OF TECHNOLOGY,MADRAS

DHEIVEEKAN K 76%

SIEMENS

PRIYANSHI AGARWAL 76%

HARCOURT BUTLER TECHNICAL UNIVERSITY

RAHUL SURYANARAYAN SESHADRI 76%

COLLEGE OF ENGINEERING PUNE

SAI RASWANTH 76%

R.M.D. ENGINEERING COLLEGE

INDRAJIT BANERJEE 76%

INSTITUTE OF ENGINEERING & MANAGEMENT

ABHIROOP DUTTA 76%

TEZPUR UNIVERSITY

SURAJ TIWARI 76%

YMCA UNIVERSITY OF SCIENCE & TECHNOLOGY

Enrollment Statistics

Total Enrollment: 21535

Registration Statistics

Total Registration : 2146

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.