Practical data analytics for BFSI : (Record no. 23691)

MARC details
000 -LEADER
fixed length control field 02986nam a22002177a 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9789388590907
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 332.10285
Item number SIK
100 ## - MAIN ENTRY--AUTHOR NAME
Author name Sikka, Bharat
245 ## - TITLE STATEMENT
Title Practical data analytics for BFSI :
Sub Title leveraging data science for driving decisions in banking, financial services, and insurance operations /
Statement of responsibility, etc Bharat Sikka, Priyender Yadav and Prashant Verma
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication New Delhi :
Name of publisher Orange Education,
Year of publication 2023.
300 ## - PHYSICAL DESCRIPTION
Number of Pages xxiv, 310 pages :
Other physical details illustrations ;
Dimensions 24 cm.
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note 1. Introduction to BFSI and Data-Driven Banking<br/><br/>2. Introduction to Analytics and Data Science<br/><br/>3. Major Areas of Analytics Utilization<br/><br/>4. Understanding Infrastructures behind BFSI for Analytics<br/><br/>5. Data Governance and AI/ML Model Governance in BFSI<br/><br/>6. Domains of BFSI and team planning<br/><br/>7. Customer Demographic Analysis and Customer Segmentation<br/><br/>8. Text Mining and Social Media Analytics<br/><br/>9. Lead Generation Through Analytical Reasoning and Machine Learning<br/><br/>10. Cross Sell and Up Sell of Products through Machine Learning<br/><br/>11. Pricing Optimization<br/><br/>12. Data Envelopment Analysis<br/><br/>13. ATM Cash Forecasting<br/><br/>14. Unstructured Data Analytics<br/><br/>15. Fraud Modelling<br/><br/>16. Detection of Money Laundering and Analysis<br/><br/>17. Credit Risk and Stressed Assets<br/><br/>18. High Performance Architectures: On-Premises and Cloud<br/><br/>19. Growing Trends in the Data-Driven Future of BFSI
520 ## - SUMMARY, ETC.
Summary, etc This book is your essential guide to mastering the intricate interplay of data science and analytics that underpins the BFSI landscape.<br/>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.
520 ## - SUMMARY, ETC.
Summary, etc This book explores the area of Data Science and Analytics, including Artificial Intelligence/Machine Learning, that runs behind the BFSI sector to provide its services. This book functionally explains the core concepts of how businesses adapt to Data-Driven solutions to generate profits, reduce risks, and provide better customer support, giving a brief idea to the top management in understanding such a field. On the other hand, this book technically aims to provide solutions to multiple banking pain points using programming languages like Python, R, IBM SPSS, etc.<br/><br/>The field of Data Science and Analytics has been in constant highlight for a decade now, and many major industries have stepped and benefited from the domain. BFSI leading the grips in the industry, generating a humungous amount of data. It is only necessary for BFSI to therefore benefit from the information available.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Subject Banking
Form subdivision Financial Services
General subdivision Insurance
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Subject Analytics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Subject Data science
700 ## - ADDED ENTRY--PERSONAL NAME
Author 2/ Editor Yadav, Priyender
700 ## - ADDED ENTRY--PERSONAL NAME
Author 2/ Editor Verma, Prashant
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Bill Date Full call number Accession Number Price effective from Koha item type
    Dewey Decimal Classification     Institute of Public Enterprise, Library Institute of Public Enterprise, Library S Campus 01/02/2025 Laxmi Book Distributors 1199.00 28-12-2024 332.10285 SIK 49262 01/02/2025 Books

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