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Social Networks

By Prof. Sudarshan Iyengar, Prof. Poonam Saini   |   IIT Ropar, Punjab Engineering College
Learners enrolled: 5730
The world has become highly interconnected and hence more complex than ever before. We are surrounded by a multitude of networks in our daily life, for example, friendship networks, online social networks, world wide web, road networks etc. All these networks are today available online in the form of graphs which hold a whole lot of hidden information. They encompass surprising secrets which have been time and again revealed with the help of tools like graph theory, sociology, game theory etc. The study of these graphs and revelation of their properties with these tools have been termed as Social Network Analysis.

INTENDED AUDIENCE: Any Interested Learners
Summary
Course Status : Ongoing
Course Type : Elective
Duration : 12 weeks
Start Date : 26 Jul 2021
End Date : 15 Oct 2021
Exam Date : 23 Oct 2021 IST
Enrollment Ends : 09 Aug 2021
Category :
  • Computer Science and Engineering
Credit Points : 3
Level : Undergraduate



Course layout

Week 1: Introduction 
Week 2: Handling Real-world Network Datasets
Week 3: Strength of Weak Ties
Week 4: Strong and Weak Relationships (Continued) & Homophily 
Week 5: Homophily Continued and +Ve / -Ve Relationships 
Week 6: Link Analysis 
Week 7: Cascading Behaviour in Networks
Week 8: Link Analysis (Continued) 
Week 9: Power Laws and Rich-Get-Richer Phenomena 
Week 10: Power law (contd..) and Epidemics 
Week 11: Small World Phenomenon
Week 12: Pseudocore (How to go viral on web)

Books and references

  1. Networks, Crowds and Markets by David Easley and Jon Kleinberg, Cambridge University Press, 2010 
    (available for free download).
  2. Social and Economic Networks by Matthew O. Jackson, Princeton University Press, 2010.

Instructor bio

Prof. Sudarshan Iyengar

IIT Ropar
Sudarshan Iyengar has a PhD from the Indian Institute of Science and is currently working as an assistant professor at IIT Ropar and has been teaching this course from the past 4 years.


Prof. Poonam Saini

Punjab Engineering College
Prof. Poonam Saini is currently working as Assistant Professor in the Department of Computer Science and Engineering at Punjab Engineering College, Chandigarh, India. She has received her Ph.D. degree in Computer Engineering from National Institute of Technology (NIT), Kurukshetra, India in 2013 and M.Tech from UIET, Kurukshetra University, Kurukshetra, India in 2006. She has received B. Tech. in Information Technology from Kurukshetra University, Kurukshetra, India in 2003. Her research interest includes:
Big Data Analytics
Social Network Ananlytics 
Fault-Tolerant Distributed Computing Systems
Block Chain Technology 
Cloud Computing and Security
Machine Learning based CAD-assisted healthcare 
She has a teaching and research experience of more than 13 years. She has taught more than 12 courses at both UG and PG level. She has published more than 40 publications in reputed journals and conferences and has travelled national institutions and internationally to present papers in conferences and participate in academic and research activities. She has attended more than 20 Faculty Development Courses of 1-2 weeks at National Universities, IITs, NITs, Industry and other Institutions. She has supervised more than 30 dissertations at M. Tech level and has 06 ongoing PhD research scholars under her supervision in the area of Social Networks, Block Chain, Machine Learning, Map-Reduce paradigms. She is currently assisting as Co-PI in DST & Renewable Energy, Chandigarh sponsored Solar project. She has applied to sponsoring agencies for research projects in technologies like Crowdsourcing, Artifical Inteliigence and Big Data Analytics.

Course certificate

The course is free to enroll and learn from. But if you want a certificate, you have to register and write the proctored exam conducted by us in person at any of the designated exam centres.
The exam is optional for a fee of Rs 1000/- (Rupees one thousand only).
Date and Time of Exams: 23 October 2021 Morning session 9am to 12 noon; Afternoon Session 2pm to 5pm.
Registration url: Announcements will be made when the registration form is open for registrations.
The online registration form has to be filled and the certification exam fee needs to be paid. More details will be made available when the exam registration form is published. If there are any changes, it will be mentioned then.
Please check the form for more details on the cities where the exams will be held, the conditions you agree to when you fill the form etc.

CRITERIA TO GET A CERTIFICATE

Average assignment score = 25% of average of best 8 assignments out of the total 12 assignments given in the course.
Exam score = 75% of the proctored certification exam score out of 100

Final score = Average assignment score + Exam score

YOU WILL BE ELIGIBLE FOR A CERTIFICATE ONLY IF AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75. If one of the 2 criteria is not met, you will not get the certificate even if the Final score >= 40/100.

Certificate will have your name, photograph and the score in the final exam with the breakup.It will have the logos of NPTEL and IIT Madras .It will be e-verifiable at nptel.ac.in/noc.

Only the e-certificate will be made available. Hard copies will not be dispatched.

Once again, thanks for your interest in our online courses and certification. Happy learning.

- NPTEL team


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