The digital journey of banking and insurance. Digitalization and machine learning / Volume II, (2021)

• Record Type: Book
• Other Titles: Digitalization and machine learning
• Further Information: Note: Edited by Volker Liermann, Claus Stegmann.
• Editors: Liermann, Volker; Stegmann, Claus
• Contents: Part I. Big Data and Special Databases. - Chapter 1. Data Lineage. - Chapter 2. Digitization and MongoDB – The Art of Possible. - Chapter 3. Graph Databases. - Chapter 4. Data Tiering Options with SAP HANA and Usage in a Hadoop Scenario. - Part II. Streaming. - Chapter 5. Kafka – Real-Time Streaming for the Finance Industry. - Chapter 6. Architecture Patterns – Batch & Real-Time Capabilities. - Chapter 7. Kafka – A Practical Implementation of Intraday Liquidity Risk Management. - Part III. Data: A View on Meta Aspects. - Chapter 8. Data Sustainability – A Thorough Consideration. - Chapter 9. Special Data for Insurance Companies. - Chapter 10. Data Protection – Putting the Brakes on Digitalization Processes? - Part IV. Distributed Ledger. - Chapter 11. Digital Identity Management – for Humans Only? - Part V. Machine Learning and Deep Learning. - Chapter 12. Overview Machine Learning and Deep Learning Frameworks. - Chapter 13. Methods of Machine Learning. - Part VI. Summary.
• Publisher Details: Basingstoke : Palgrave Macmillan
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white, and colour)
• Subjects: 332.10285; Banks and banking -- Technological innovations; Artificial intelligence -- Industrial applications; Machine learning
• Languages: English
• ISBNs: 9783030788216
• Related ISBNs: 9783030788209
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.