The Digital Journey of Banking and Insurance, Volume III : Data Storage, Data Processing and Data Analysis

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.