Joe Celko's Analytics and OLAP in SQL
暫譯: Joe Celko 的 SQL 分析與 OLAP

Description

Before SQL programmers could begin working with OLTP (On-Line Transaction Processing) systems, they had to unlearn procedural, record-oriented programming before moving on to SQL's declarative, set-oriented programming. This book covers the next step in your growth. OLAP (On-Line Analytical Processing), Data Warehousing and Analytics involve seeing data in the aggregate and over time, not as single transactions. Once more it is time to unlearn what you were previously taught. This book is not an in-depth look at particular subjects, but an overview of many subjects that will give the working RDBMS programmers a map of the terra incognita they will face?if they want to grow.

 

0. Introduction 1. Basic Reports & History 2. Crosstabs 3. Star and Snowflake Schemas 4. Data Migration 5. MERGE Statement 6. OLAP Basics 7. GROUPING Operators in SQL 8. OLAP Operators in SQL 9. Cubes 10. Data Quality 11. Correlation 12. Distributions 13. Market Baskets 14. Decision and Regression Trees 15. Computer Intensive Analysis 16. Relationship Analytics 17. Database Architectures