Practical data analytics for BFSI : (Record no. 23691)
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000 -LEADER | |
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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 |
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 |
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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 |