Practical Data Analytics for BFSI

<p><strong style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>DESCRIPTION</strong></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>Are 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.</sup></p><p><br></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>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.</sup></p><p><br></p><p><strong style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)><span></span>TABLE OF CONTENTS </strong><span style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)> </span></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>1. Introduction to BFSI and Data-Driven Banking </sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>2. Introduction to Analytics and Data Science </sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>3. Major Areas of Analytics Utilization</sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>4. Understanding Infrastructures behind BFSI for Analytics</sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>5. Data Governance and AI/ML Model Governance in BFSI </sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>6. Domains of BFSI and team planning </sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>7. Customer Demographic Analysis and Customer Segmentation </sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>8. Text Mining and Social Media Analytics </sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>9. Lead Generation Through Analytical Reasoning and Machine Learning</sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>10. Cross Sell and Up Sell of Products through Machine Learning</sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>11. Pricing Optimization</sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>12. Data Envelopment Analysis </sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>13. ATM Cash Forecasting</sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>14. Unstructured Data Analytics </sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>15. Fraud Modelling </sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>16. Detection of Money Laundering and Analysis </sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>17. Credit Risk and Stressed Assets </sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>18. High Performance Architectures: On-Premises and Cloud </sup></p><p><sup style=background-color: rgba(0 0 0 0); color: rgba(31 31 31 1)>19. Growing Trends in the Data-Driven Future of BFSI</sup></p>