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NPTEL

Updated: Feb 11, 2026
NPTEL 2024- Science Communication: Research Productivity and Data Analytics using Open Source Software
S.NoTopicsLecturersVideosPDFs
1Introduction to Science CommunicationDr Mohit Garg
2Channels of Science CommunicationDr Mohit Garg
3Open Science and Open AccessDr Mohit Garg
4Open Research Data and Open Peer ReviewDr Mohit Garg
5Overview of Tools for Maximizing Academic Visibility and Impact of Research OutputDr Nabi Hasan
6Understanding Research Metrices : Author, Journal and Article Level MetricesDr Neeraj Kumar Chaurasia
7Abstract and Citation Database ScopusMs. Vanita Khanchandani
8Abstract and Citation Database : Web of ScienceMs. Vanita Khanchandani
9Health Science Database : PubMedMs. Vanita Khanchandani
10Free Academic Search Engine : Google ScholarMs. Vanita Khanchandani
11Installation of RDr Mohit Garg
12Installation of RStudioDr Mohit Garg
13Object and Different TypesDr Mohit Garg
14Vector and Data FrameDr Mohit Garg
15Lists, Matrices, Factor, ArrayDr Mohit Garg
16Packages and HelpDr Mohit Garg
17Science Communication and Different MetricesDr Vijay Kumar Verma
18Lotka's LawDr Vijay Kumar Verma
19Bradford's LawDr Vijay Kumar Verma
20Zipf's LawDr Vijay Kumar Verma
21Descriptive Analysis - IDr Mohit Garg
22Descriptive Analysis - IIDr Mohit Garg
23Descriptive Analysis - IIIDr Mohit Garg
24Analysis of Bradford and Lotka LawDr Mohit Garg
25Science Mapping - IDr Mohit Garg
26Science Mapping - IIDr Mohit Garg
27Data Visualization : an overview, history and skills for researchersDr Manu TR
28Data Visualization : types, tools and technologiesDr Manu TR
29Visualization of Scientific Research Patterns and Trends with VOSviewer and CiteSpaceDr Manu TR
30Text Mining - IntroductionDr Mohit Garg
31Regular ExpressionDr Mohit Garg
32Text Pre-processingDr Mohit Garg
33Topic ModelingDr Mohit Garg
34Best Practices in Academic Rankings in Reference to Times Higher Education (THE), QS, Sanghai (ARWU) and National Institutional Ranking Framework (NIRF) RankingDr Kalyan Bhattacharjee
35Academic Integrity and Ethical Guidelines in Science Communication : ensuring credibility and honestyDr Neeraj Kumar Chaurasia
36IPR/Copyright Issues and Practices in Print & Digital EnvironmentDr Nabi Hasan
37Predatory Publishing : issues, challenges and the road aheadDr Nabi Hasan