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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

C. S. Kulkarni

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Open access 2026

Pre-test and Post-test Analysis of Online Active Learning Methods in First-Year Medical Students

Background: There is a need to enhance teaching and learning capability in medical education. Online active learning methods are being increasingly used in all sectors of education. Multiple choice assessment tests provided before and after instruction serve as an objective way to assess the effectiveness of the teachi...

C. S. Kulkarni, Suvarna Tryambak Jadhav, Vishwajeet Shinde et al. · 0 citations
Open access Sep 2026

Continual Learning Frameworks for Long-Term Knowledge Retention in Evolving Data Streams

A modular continual learning framework that integrates incremental model updates with a memory-based rehearsal mechanism designed to preserve representative samples from previously learned tasks is proposed, suggesting that combining incremental learning with compact rehearsal memory provides a practical solution for b...

Fatmasari, Marwan Alshar'e, C. S. Kulkarni et al. · 0 citations

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