The Digital Journey of Banking and Insurance Data Storage Data Processing and Data Analysis Volume III 1st edition by Volker Liermann, Claus Stegmann 3030788237 9783030788230

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Product details:

ISBN 10: 3030788237

ISBN 13: 9783030788230

Author: Volker Liermann, Claus Stegmann

This book, the third one of three volumes, focuses on data and the actions around data, like storage and processing. The angle shifts over the volumes from a business-driven approach in “Disruption and DNA” to a strong technical focus in “Data Storage, Processing and Analysis”, leaving “Digitalization and Machine Learning Applications” with the business and technical aspects in-between. In the last volume of the series, “Data Storage, Processing and Analysis”, the shifts in the way we deal with data are addressed.

The Digital Journey of Banking and Insurance Data Storage Data Processing and Data Analysis Volume III 1st Table of contents:

Part I. Big Data and Special Databases

Data Lineage

Digitization and MongoDB—The Art of Possible

Graph Databases

Data Tiering Options with SAP HANA and Usage in a Hadoop Scenario

Part II. Streaming

Kafka: Real-Time Streaming for the Finance Industry

Architecture Patterns—Batch and Real-Time Capabilities

Kafka—A Practical Implementation of Intraday Liquidity Risk Management

Part III. Data: A View of Meta Aspects

Data Sustainability—A Thorough Consideration

Special Data for Insurance Companies

Data Protection—Putting the Brakes on Digitalization Processes?

Part IV. Distributed Ledger

Digital Identity Management—For Humans Only?

Part V. Machine Learning and Deep Learning

Overview Machine Learning and Deep Learning Frameworks

Methods of Machine Learning

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Volker Liermann,Claus Stegmann,Storage,Analysis