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PRACTICAL DATA ANALYTICS FOR BFSI IBD

DR PRASHANT VERMA / DR PRIYENDER YADAV / M
ORANGE EDUCATION PVT LTD
09 / 2023
9789388590907
Inglés

Sinopsis

DESCRIPTIONAre you looking to unlock the transformative potential of data analytics in the dynamic world of Banking, Financial Services, and Insurance (BFSI)? This book is your essential guide to mastering the intricate interplay of data science and analytics that underpins the BFSI landscape.Designed for intermediate-level practitioners, as well as those aspiring to join the ranks of BFSI analytics professionals, this book is your compass in the data-driven realm of banking. Address the unique challenges and opportunities of the BFSI sector using Artificial Intelligence and Machine Learning models for a data-driven analysis.TABLE OF CONTENTS 1. Introduction to BFSI and Data-Driven Bankingá2. Introduction to Analytics and Data Scienceá3. Major Areas of Analytics Utilization4. Understanding Infrastructures behind BFSI for Analytics5. Data Governance and AI/ML Model Governance in BFSIá6. Domains of BFSI and team planningá7. Customer Demographic Analysis and Customer Segmentationá8. Text Mining and Social Media Analyticsá9. Lead Generation Through Analytical Reasoning and Machine Learning10. Cross Sell and Up Sell of Products through Machine Learning11. Pricing Optimization12. Data Envelopment Analysisá13. ATM Cash Forecasting14. Unstructured Data Analyticsá15. Fraud Modellingá16. Detection of Money Laundering and Analysisá17. Credit Risk and Stressed Assetsá18. High Performance Architectures: On-Premises and Cloudá19. Growing Trends in the Data-Driven Future of BFSI