A Five-Day National Workshop on
Data Carpentry and AI/ML Tools for Libraries 2nd Edition
Organized by B. C. Roy Memorial Library, IIM Calcutta
Date : 19-23 May, 2025
Data Carpentry and AI/ML Tools for Libraries
Day 1
Inaugural session
Introductory class
OpenRefine: Installation and Configuration
Case Study-1: Popularity of books
Case study-2: Citations and bibliographic metadata
Case study-3: Name-to-Gender Inference
Day 2
Lab session-I to complete the Case Studies (1 and 2)
Lab session-II to complete the Case Study 3
Bibliographic data sources: CoRE, Crossref, OpenAlex
Case Study-4: Institute-specific analysis
Case study-5: VOSviewer based text visualization
Case study-6: VosViewer based citation network
Day 3
Lab session-III to complete the Case Studies (4 and 5)
Lab session-IV to complete the Case Study 6
Text analysis through OpenRefine: Concepts, Needs and Processes
Case Study-7: Opinion mining / Sentiment analysis
Case study-8: Named-Entity Recognition (NER)
Case study-9: Data Reconciliation
Day 4
Lab session-V to complete the Case Studies
Lab session-VI to complete the Case Study 9
AI/ML and Libraries: Rules and Tools
Case Study-10: Automated Systematic Review
Case study-11: RAG – Retrieval-Augmented Generation
Day 5
Semantic Annotation: Theory and Practice
Lab session-VII to complete the Case Study 10 and 11
Valedictory session
Certificates will be given to all the participants
