Data Modeling and Database Design
Brian Murray
"Data Modeling and Database Design: Turn Your Data into Actionable Insights" is a comprehensive 3 in 1 guide to designing and implementing effective database solutions. With the explosion of data in today's world, businesses and organizations need...
Location:
United States
Description:
"Data Modeling and Database Design: Turn Your Data into Actionable Insights" is a comprehensive 3 in 1 guide to designing and implementing effective database solutions. With the explosion of data in today's world, businesses and organizations need reliable and efficient ways to store, manage, and analyze data. This book provides a step-by-step approach to data modeling and database design, covering the fundamentals of database management and advanced techniques for optimizing data storage and retrieval. Starting with an introduction to data modeling and database design, the book covers the essential concepts and techniques for creating a data model that accurately represents the data and supports the organization's business requirements. It then explores database design, covering the creation of database schemas, normalization, and indexing, and the implementation of database objects such as tables, views, and stored procedures. The book also covers advanced topics such as data warehousing, big data, and cloud databases. It discusses the challenges and opportunities presented by these new technologies and provides practical guidance on how to design and implement effective database solutions in these environments. Throughout the book, the emphasis is on practical, real-world examples, with case studies and examples drawn from a variety of industries and domains. The book is aimed at database developers, data architects, and data analysts, as well as anyone interested in learning about data modeling and database design. By the end of the book, readers will have a comprehensive understanding of data modeling and database design, and the skills and knowledge needed to design and implement effective database solutions that turn data into actionable insights. Duration - 11h 1m. Author - Brian Murray. Narrator - Ray Collins. Published Date - Saturday, 17 January 2026. Copyright - © 2025 Khin Soe ©.
Language:
English
Opening Credits
Duration:00:00:05
I Introduction
Duration:00:03:16
II Understanding data modeling
Duration:00:43:53
III Designing databases
Duration:00:25:53
IV Data warehouse design
Duration:00:42:39
V Big data modeling
Duration:00:09:00
VI Data modeling best practices
Duration:00:23:06
VII Conclusion
Duration:00:05:12
Opening credits
Duration:00:00:13
Chapter 1 introduction
Duration:00:31:41
Chapter 2 data cleaning
Duration:00:41:21
Chapter 3 data transformation
Duration:00:10:20
Chapter 4 data integration
Duration:00:20:38
Chapter 5 data reduction
Duration:00:24:04
Chapter 6 data discretization
Duration:00:27:38
Chapter 7 data preprocessing for specific applications
Duration:00:31:17
Chapter 8 tools and techniques for data preprocessing
Duration:00:23:30
Chapter 9 best practices and future
Duration:00:08:08
Chapter 10 case studies
Duration:00:12:48
Appendix Resources and references
Duration:00:02:10
Glossary Key terms and definitions
Duration:00:02:49
II Fundamentals of data warehousing
Duration:01:08:25
III Designing a data warehouse
Duration:00:17:04
IV Data integration and etl (extract,
Duration:00:09:07
V Data warehousing tools and
Duration:00:11:01
VI Business intelligence and data mining
Duration:00:13:48
VII Big data and data warehousing
Duration:00:46:48
VIII Data warehousing and cloud
Duration:00:41:45
IX Data warehousing best practices and case studies
Duration:00:06:20
X Future of data warehousing
Duration:00:05:12
XI Conclusion
Duration:00:02:35
Ending Credits
Duration:00:00:06