{"product_id":"information-system-design-big-data-analytics-and-data-science-9789819692477","title":"Information System Design: Big Data Analytics and Data Science","description":"\u003cp\u003e • Author(s): Vikrant Bhateja\u003cbr\u003e • Publisher: Springer-Nature New York Inc\u003cbr\u003e • Publisher Imprint: Springer-Nature New York Inc\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eEvaluation and Improvement of ELECTRA-small and DeBERTa Models on Adversarial QA Examples.- Predicting Loan Defaulters: A Comprehensive Analysis and Comparative Study of Machine Learning Algorithms using a Large-scale Loan Default Dataset.- Enhancing Data Integration and Decision-Making in Smart Manufacturing Through Knowledge Graph-Based Management of Heterogeneous Data.- Zipf’s Law and its Application in Large Language Models: A Comprehensive Analysis.- Improving Learning Analytics from Open-Source Software Data Logs using Machine Learning and Process Mining Techniques.- Multilingual Content Moderation: Advanced Hate Speech Detection with XLM-RoBERTa.- An In-Depth Pedagogical Exploration of Loan Default Classification with Machine Learning Techniques.- AI-Based Learning Analytics: Evaluating MENA Higher Education Stakeholders' Views on Curriculum, Resources, Class Size, Learning Environment, and Support Services Using NLP.- Advanced Learning Analytics with AI: Analyzing Stakeholder Perceptions of Feedback, Assessment, Engagement, and Faculty Development in MENA Higher Education Using NLP.- Maintaining Life Insurance Contracts of Joint Commercial Banks with Insurance Links.- Leveraging Big Data and AI for Improved Energy Efficiency in MENA Utilities: A Framework for Consumption Management and Operational Insights.- SMOTE and Optimized Forest for Software Defect Prediction.- Automatic reasoning-code generation using NLP-based entity relations identification.- Enhancing Credit Card Fraud Detection Using Hybrid Machine Learning Models with Federated Learning Prospects.\u003c\/p\u003e","brand":"Springer-Nature New York Inc","offers":[{"title":"Paperback","offer_id":47658211410071,"sku":"9789819692477","price":19829.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9789819692477.webp?v=1775817841","url":"https:\/\/atlanticbooks.com\/products\/information-system-design-big-data-analytics-and-data-science-9789819692477","provider":"Atlantic Books","version":"1.0","type":"link"}