- Shopping Bag ( 0 items )
Business Intelligence: The Savvy Managers Guide, Second Edition, discusses the objectives and practices for designing and deploying a business intelligence (BI) program. It looks at the basics of a BI program, from the value of information and the mechanics of planning for success to data model infrastructure, data preparation, data analysis, integration, knowledge discovery, and the actual use of discovered knowledge.
Organized into 21 chapters, this book begins with an overview of the kind of knowledge that can be exposed and exploited through the use of BI. It then proceeds with a discussion of information use in the context of how value is created within an organization, how BI can improve the ways of doing business, and organizational preparedness for exploiting the results of a BI program. It also looks at some of the critical factors to be taken into account in the planning and execution of a successful BI program. In addition, the reader is introduced to considerations for developing the BI roadmap, the platforms for analysis such as data warehouses, and the concepts of business metadata. Other chapters focus on data preparation and data discovery, the business rules approach, and data mining techniques and predictive analytics. Finally, emerging technologies such as text analytics and sentiment analysis are considered.
This book will be valuable to data management and BI professionals, including senior and middle-level managers, Chief Information Officers and Chief Data Officers, senior business executives and business staff members, database or software engineers, and business analysts.
Audience: IT managers, analysts, consultants, MIS students, data managers.
|Ch. 1||Business Intelligence and Information Exploitation||1|
|Ch. 2||The Value of Business Intelligence||11|
|Ch. 3||Planning for Success||27|
|Ch. 4||The Business Intelligence Environment||45|
|Ch. 5||Business Models and Information Flow||59|
|Ch. 6||Data Warehouses, Online Analytical Processing, and Metadata||75|
|Ch. 7||Business Rules||91|
|Ch. 8||Data Profiling||109|
|Ch. 9||Data Quality and Information Compliance||127|
|Ch. 10||Information Integration||145|
|Ch. 11||The Value of Parallelism||161|
|Ch. 12||Alternate Information Contexts||175|
|Ch. 13||Data Enhancement||187|
|Ch. 14||Knowledge Discovery and Data Mining||205|
|Ch. 15||Using Publicly Available Data||219|
|Ch. 16||Quick Reference Guide||233|