Course Name: Big Data Computing

Course abstract

In todays fast-paced digital world , the incredible amount of data being generated every minute has grown tremendously from sensors used to gather climate information, posts to social media sites, digital pictures and videos, purchase transaction records, and GPS signals from cell phone to name a few. This amount of large data with different velocities and varieties is termed as big data and its analytics enables professionals to convert extensive data through statistical and quantitative analysis into powerful insights that can drive efficient decisions. This course provides an in-depth understanding of terminologies and the core concepts behind big data problems, applications, systems and the techniques, that underlie todays big data computing technologies. It provides an introduction to some of the most common frameworks such as Apache Spark, Hadoop, MapReduce, Large scale data storage technologies such as in-memory key/value storage systems, NoSQL distributed databases, Apache Cassandra, HBase and Big Data Streaming Platforms such as Apache Spark Streaming, Apache Kafka Streams that has made big data analysis easier and more accessible. And while discussing the concepts and techniques, we will also look at various applications of Big Data Analytics using Machine Learning, Deep Learning, Graph Processing and many others. The course is suitable for all UG/PG students and practicing engineers/ scientists from the diverse fields and interested in learning about the novel cutting edge techniques and applications of Big Data Computing.


Course Instructor

Media Object

Prof. Rajiv Misra

Dr. Rajiv Misra is working in Department of Computer Science and Engineering at Indian Institute of Technology Patna, India. He obtained his Ph.D degree from IIT Kharagpur, M.Tech degree in Computer Science and Engineering from the Indian Institute of Technology (IIT) Bombay, and Bachelors of engineering degree in Computer Science from MNIT Allahabad. His research interests spanned a design of distributed algorithms for Mobile, Adhoc and Sensor Networks, Cloud Computing and Wireless Networks. He has contributed significantly to these areas and published more than 70 papers in high quality journals and conferences, and 2 book chapters. His h-index is 10 with more than 590 citations. He has authored papers in IEEE Transactions on Mobile Computing, IEEE Transaction on Parallel and Distributed Systems, IEEE Systems Journal, Adhoc Networks, Computer Network, Journal of Parallel and Distributed Computing. He has edited a book titled as Smart Techniques for a Smarter Planet Towards Smarter Algorithms for the Studies in Fuzziness and Soft Computing book series, Springer (2018). He has supervised four Phd students and currently four Phd students working under his supervision in the area of big data, cloud computing, distributed computing, and sensor networks. He is a senior member of the IEEE and fellow of IETE. He has completed as the Principal Investigator of R&D Project Sponsored by DeiTY entitled as Vehicular Sensor and Mesh Networks based Future ITS. He has mentored the online courses on Cloud Computing, Advanced Graph Theory and Distributed Systems in the platform of NPTEL
More info

Teaching Assistant(s)

Sourajit Behera

PhD Computer science

YASHWANT SINGH PATEL

PHD PURSUING, COMPUTER SCIENCE

 Course Duration : Feb-Apr 2019

  View Course

 Syllabus

 Enrollment : 15-Nov-2018 to 25-Feb-2019

 Exam registration : 25-Feb-2019 to 19-Apr-2019

 Exam Date : 27-Apr-2019, 27-Apr-2019

Enrolled

21767

Registered

1968

Certificate Eligible

1620

Certified Category Count

Gold

4

Silver

293

Elite

694

Successfully completed

629

Participation

62

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 6 out of 8 assignments.
  • Final Score(Score on Certificate)= 75% of Exam Score + 25% of Assignment Score
Big Data Computing - Toppers list
Top 1 % of Certified Candidates

ABHINANDAN RAJARAMAN 95%

TATA CONSULTANCY SERVICES LIMITED

BHAVANI R 91%

GOVERNMENT COLLEGE OF TECHNOLOGY

P.RAMYA 91%

CHRISTIAN COLLEGE OF ENGINEERING AND TECHNOLOGY

DIVYAPRABHA K N 90%

PES UNIVERSITY

ANIRUDDH MANJUL ABHISHEK 89%

IQVIA

AYAN MUKHERJEE 89%

SARDAR VALLABHBHAI NATIONAL INSTITUTE OF TECHNOLOGY

PARAS WADHWA 88%

TATA CONSULTANCY SERVICES

JYOTHI MANJUNATH RAO 88%

K.J.SOMAIYA COLLEGE OF ENGINEERING

ANURADHA ARANI 88%

SELF EMPLOYED

S PADMAVATHI 88%

THIAGARAJAR COLLEGE OF ENGINEERING

SHALINI JEGANATHAN 88%

HOME

NUPUR VYAS 88%

SHRI RAMDEOBABA COLLEGE OF ENGINEERING AND MANAGEMENT

YASH DAYASHANKAR JAISWAL 87%

TATA CONSULTANCY SERVICES

SANKARIDEVI A 87%

MAHENDRA ENGINEERING COLLEGE

SASIKUMAR VENKATACHALAM 87%

IBM INDIA PVT LTD

VINEETA 86%

AMC ENGINEERING COLLEGE

RISHABH RAJAN LALLA 86%

K.J.SOMAIYA COLLEGE OF ENGINEERING

RAKSHITA JAYANT JOSHI 86%

SHRI RAMDEOBABA COLLEGE OF ENGINEERING AND MANAGEMENT


Top 2 % of Certified Candidates

SUMA KARANTH 85%

R V COLLEGE OF ENGINEERING

SAMRADDHI SONI 85%

NA

ANURAG SHARMA 85%

CAPGEMINI TECHNOLOGY INDIA LTD

SRILATHA YELAMATI 85%

PRAGATI ENGINEERING COLLEGE

LASYA IPPAGUNTA 85%

EASWARI ENGINEERING COLLEGE

ANIKET RAJESH NAGAWADE 85%

ATOS-SYNTEL

SUJATHA 85%

NONE

VIJAY MANGALCHAND BANDE 85%

GOVERNMENT POLYTECHNIC KHAMGAON

ACP RANJANI 85%

VIJAYA INSTITUTE OF TECHNOLOGY FOR WOMEN

MRS. SHEETAL S. PATIL 84%

BHARATI VIDYAPEETH (DU) COLLEGE OF ENGINEERING, PUNE

VISHWAMBHAR PATHAK 84%

BIRLA INSTITUTE OF TECHNOLOGY MESRA JAIPUR CAMPUS

SUBHA.P 84%

SRI SAIRAM INSTITUTE OF TECHNOLOGY

ABBARAJU LEELA KRISHNA 84%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY, DESIGN AND MANUFACTURING, KANCHEEPURAM

SHAIK RASHEEDA BEGUM 84%

DHAANISH AHMED COLLEGE OF ENGINEERING

ISHAN VARSHNEY 84%

GAUTAM BUDDHA UNIVERSITY

NIVAASHINI M 84%

BANNARI AMMAN INSTITUTE OF TECHNOLOGY

RISHIN MUKHERJEE 84%

IBM

VELVADIVU P 84%

COIMBATORE INSTITUTE OF TECHNOLOGY

SUPRIYA M 84%

ANNA UNIVERSITY

RUPAYAN DAS 84%

UNIVERSITY OF ENGINEERING AND MANAGEMENT


Top 5 % of Certified Candidates

SUMA Y.K 83%

DR. AMBEDKAR INSTITUTE OF TECHNOLOGY BANGALORE

ACHALA S 83%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

KOYALKAR BINDU MALAVIKA 83%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

KAMINIKANTA MALLIK 83%

IBM

ADITI GOUR 83%

LOVELY PROFESSIONAL UNIVERSITY

SAI PRASHANTH T S 83%

INFOSYS

HEMAVATHI 83%

S.R.M. INSTITUTE OF SCIENCE AND TECHNOLOGY

VASANTHARAJ K 83%

SIDDHARTH INSTITUTE OF ENGINEERING & TECHNOLOGY

MADHUMATHI. R 83%

SRI RAMAKRISHNA ENGINEERING COLLEGE

SRIJIT RANJAN SENGUPTA 83%

COGNIZANT TECHNOLOGY SOLUTIONS

LEKHA R NAIR 83%

COLLEGE OF ENGINEERING, KALLOOPPARA

A.NAGOOR MEERAL 83%

SADAKATHULLAH APPA COLLEGE

SHWETA PATIDAR 83%

LAKSHMI NARAIN COLLEGE OF TECHNOLOGY, BHOPAL

APEKSHA CHEEMA 83%

HIMALAYAN SCHOOL OF ENGINEERING & TECHNOLOGY

NIRMALADEVI 83%

THIAGARAJAR COLLEGE OF ENGINEERING

A.SATHYA SOFIA 83%

PSNA COLLEGE OF ENGINEERING AND TECHNOLOGY

C. SATHYA 83%

PSNA COLLEGE OF ENGINEERING AND TECHNOLOGY

YASH SINGHAL 83%

JAYPEE INSTITUTE OF INFORMATION TECHNOLOGY

MUKUNDA MALA BHEEMARASETTY 83%

NA

VELLANKI SRILAKSHMI 83%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

J.C.KAVITHA 83%

R.M.D. ENGINEERING COLLEGE

SRIKANTH BK 83%

HEWLETT PACKARD ENTERPRISE

SAURABH KULKARNI 83%

FR. CONCEICAO RODRIGUES COLLEGE OF ENGINEERING

SANDEEP M. DHEKANE 82%

MET BHUJBAL KNOWLEDGE CITY INSTITUTE OF ENGINEERING

SIRIPURAM SANJANA 82%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

TANYA SRIVASTAVA 82%

S.R.M. INSTITUTE OF SCIENCE AND TECHNOLOGY

DEVI.S 82%

COIMBATORE INSTITUTE OF TECHNOLOGY

SARIKA PATIL 82%

NBN SINHGAD SCHOOL OF ENGINEERING

SNEHA RASTOGI 82%

DR. B. C. ROY ENGINEERING COLLEGE

NALAM HARIKA 82%

INDIAN INSTITUTE OF INFORMATION TECHNOLOGY, DESIGN AND MANUFACTURING, KANCHEEPURAM

RAKESH YADAV 82%

SRM INSITUTE OF SCIENCE AND TECHNOLOGY, DELHI-NCR CAMPUS

K SANTHI 82%

MAHENDRA ENGINEERING COLLEGE

MRIDUL TYAGI 82%

J K INSTITUTE OF APPLIED PHYSICS & TECHNOLOGY

SATHYA K 82%

COIMBATORE INSTITUTE OF TECHNOLOGY

JASEENA K U 82%

MES COLLEGE MARAMPALLY

SHADABUDDIN AHMAD 82%

BACI

RATIKA PRADHAN 82%

SIKKIM MANIPAL INSTITUTE OF TECHNOLOGY

KAJOL R SINGH 82%

CMR INSTITUTE OF TECHNOLOGY

DR. NIDHI TYAGI 82%

MEERUT INSTITUTE OF ENGINEERING & TECHNOLOGY

GIDLA VIJAYA KUMARI 82%

BONAM VENKATA CHALAMAYYA INSTITUTE OF TECHNOLOGY AND SCIENCE

REKA.K 82%

CAUVERY COLLEGE FOR WOMEN

B.USHARANI 82%

KL UNIVERSITY

MADARAJU RAMYASAI 81%

GEETHANJALI COLLEGE OF ENGINEERING AND TECHNOLOGY

DORA VEERA RAGHAVA SWAMY 81%

DR VSKRISHNA GOVT DEGREE COLLEGE

SAIDULU DOREPALLI 81%

GURU NANAK INSTITUTIONS TECHNICAL CAMPUS

S.SANGEETHA 81%

PSG COLLEGE OF TECHNOLOGY

DEEPIKA BHATIA 81%

VIVEKANANDA INSTITUTE OF PROFESSIONAL STUDIES

SUDHANSHU SINGH 81%

INSTITUTE OF ENGINEERING & TECHNOLOGY,LUCKNOW

VEENA 81%

S. A. ENGINEERING COLLEGE

DR SRIDEVI SARALAYA 81%

ST JOSEPH ENGINEERING COLLEGE

K VAISHNAVI 81%

KESHAV MEMORIAL INSTITUTE OF TECHNOLOGY (KMIT)

SARANYA S 81%

COIMBATORE INSTITUTE OF TECHNOLOGY

VEERALAKSHMI P 81%

PRINCE SHRI VENKATESHWARA PADMAVATHY ENGINEERING COLLEGE

SURYAKANT SONI 81%

MEDI-CAPS UNIVERSITY,INDORE

GITANJALEE SALUNKHE 81%

CUMMINS COLLEGE OF ENGINEERING FOR WOMEN

S.L.JOTHILAKSHMI 81%

NIL

VIJAYAPRAKASH V 81%

IBM INDIA PVT LTD

ANUP ABDUL KHALAM 81%

UST GLOBAL

PRASUN BRAHMACHARY 81%

COGNIZANT

KRISHNA S 81%

GOVERNMENT ENGINEERING COLLEGE, THRISSUR

VYTLA SANTOSH KUMAR 81%

SREENIDHI INSTITUTE OF SCIENCE AND TECHNOLOGY

Y. SRI LALITHA 81%

GOKARAJU RANGARAJU INSTITUTE OF ENGINEERING AND TECHNOLOGY

TALLA SAIKANTH 81%

VASAVI COLLEGE OF ENGINEERING

KP NEETHU 81%

CMR INSTITUTE OF TECHNOLOGY

ASHISH BAGLA 81%

S D COLLEGE OF ENGINEERING AND TECHNOLOGY

THUMU SUBBA REDDY 81%

TIRUMALA ENGINEERING COLLEGE

PRANAV MANBHEKAR 81%

SHRI RAMDEOBABA COLLEGE OF ENGINEERING AND MANAGEMENT

Enrollment Statistics

Total Enrollment: 21767

Registration Statistics

Total Registration : 1968

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.