Data Mesh Design: A Practical Pipeline Design Guide For Analytics, Data Science And Machine Learning

This book gives practical guidance for designing and implementing a data lakehouse benefiting from simplifications and generalizations possible with new database technologies. The approach enables consolidating even incoherent data from multiple source systems as they often exists in complex enterprise environments. The precise business question does not need to be known in advance and can change. The approach lends itself well to federated, cooperating data mesh nodes. The individual components, mini-marts akin to the "data part" of a data quantum, are interoperable. We describe data model blueprints to generalize dimensions with synonyms and facts at different granularities. The book concludes with real-live code examples for a complete data pipeline and quick time to value and with usage examples including complex hierarchies as they exist in heterogenous real-word go-to-market organizations.

• | Author: Bruno Freitag
• | Publisher: Technics Publications
• | Publication Date: Jul 26, 2023
• | Number of Pages: 168 pages
• | Language: English
• | Binding: Paperback
• | ISBN-10: 1634622154
• | ISBN-13: 9781634622158