embracing a microsoft business intelligence solution

... (SSAS) A Microsoft version of OnLine Analytical Processing (OLAP, detailed in Chapter 8) that stores massive amounts of data in a special database called a Cube for very quick real-time analysis ... cubes and data marts also store data, but all these components have a common goal: not just to put the data somewhere, but to make it available to the organization OLAP stands for OnLine Analytical ... known as Extract, Transform, and Load (ETL), and there’s more about it in Chapter Analyzing data As you can imagine, the amount of data contained in a modern business is enormous If the data were...

Ngày tải lên: 15/03/2014, 11:20

... Business Intelligence Enough? Chapter 52 Introduction to Oracle Data Warehousing Oracle Data Warehousing Basics 53 54 Oracle Database Analysis and Schema Considerations Managing an Oracle-based Data ... 166 Other Tools Data Loading Oracle Database Data Loading Features 175 176 Embedded ETL in the Oracle Database SQL*Loader Change Data Capture Transportable Tablespaces Data Pump Chapter 169 177 ... target data warehouse design, data quality analyses, and metadata management is also described Chapter 8: Managing the Oracle Data Warehouse Oracle Enterprise Manager provides a useful interface...

Ngày tải lên: 07/04/2014, 16:02

... computational facilities that allow calculation and data manipulation across any number of data dimensional x Intuitive data manipulation OLAP allows data manipulation in the consolidation path, ... change management, organization culture, strategic management, people, performance management, balanced scorecard, information quality, data warehousing, master data management, metadata management, ... analytical, infrastructure and knowledge management As discussed in the literature review, data warehousing, master data management, metadata management, analytical, infrastructures, performance...

Ngày tải lên: 29/06/2014, 09:20

... Framework Data Provider for SQL Server OraOLEDB MSDASQL Teradata relational databases Teradata V2R6, V12 n /a TDOLEDB OLE DB provider NET Data Provider for Teradata Informix relational databases ... the tabular data model The AdventureWorksDW2012 database is a sample data warehouse database available from www.codeplex.com The sample databases can be downloaded from this link Scenario AdventureWorks ... dimensions or facts in the data warehouse This makes tabular data modeling a preferred approach for relatively small data warehouse designs wherein the data might be available in disparate data sources,...

Ngày tải lên: 12/07/2014, 17:08

... Web Parts Provides workbook data using service APIs 5/21/2010 Performance Point Services • Context-driven dashboards across systems Provides transparency and accountability Interactive access ... Performance Point services 5/21/2010 What is Business Intelligence? • Methods and technologies for gathering, storing, analyzing, and providing access to data • Help enterprise users make business ... Fischer – Solution Architect, Application Development Team Lead sfischer@concurrency.com 5/21/2010 Today’s Agenda • • • • Tour of BI Features in SharePoint 2010 BI Tools in SharePoint 2010 Microsoft...

Ngày tải lên: 14/08/2014, 11:21

... Change Data Capture Architecture  Loading a Data Mart Table from a Change Data Capture Change Table  Loading a Fact Table  ... and data-led discovery usually start with summarized data, data mining works at the lowest level of detail Highly sophisticated mathematical algorithms are applied to the data to find correlations ... with Microsoft SQL Server 2008 The Maximum Miniatures Databases and Other Supporting Materials All of the samples in this book are based on business scenarios for a fictional company called Maximum...

Ngày tải lên: 25/12/2013, 16:15

... aspect of an organization Features of a Data Mart Because the data mart is meant to serve as a source for business intelligence rather than managing the organization’s day-to-day transactions, ... designed the same as an OLTP database Instead of being built around the rules of normalization, data marts are built for speed of access A data mart is still a relational database, but it is ... quantity in stock) The data may be saved for a year, and then a year-end process may remove it from the database It may be archived in another format, a text file or a database backup file, or it might...

Ngày tải lên: 22/01/2014, 22:20

... and packages contain connection managers Project data sources can be linked to package connection managers, or connection managers can stand alone within a package Packages can be based on data ... spreadsheets or Microsoft Office Access databases, and data in Oracle databases Lesson 1: Creating SSIS Packages and Data Sources CHAPTER n Exporting data with the wizard lets you send data from ... 2008, which asks you about moving data from a source to a destination and then automatically generates an SSIS package After you create a package in the wizard, you can execute it immediately, schedule...

Ngày tải lên: 28/03/2014, 19:20

... Vrinda Amberkar Prasad Dalvi Proofreader Linda Morris Indexer Monica Ajmera Mehta Graphics Manu Joseph Production Coordinator Aparna Bhagat Cover Work Aparna Bhagat About the Authors Haroun Khan ... Dashboards and Analysis, teaches you how to create reports and group them in dashboards In this chapter, we will also look at the various ways of representing and formatting data that are available, ... executed as Enterprise JavaBeans (EJB) • Administrative components: Java Management Extensions (JMX) and Managed Beans (MBean) allow dynamic Application Programming Interface (API) functionality...

Ngày tải lên: 29/03/2014, 02:20

... Analysis Visualizaion Reports ETL OLAP Flat Files EII External Data Scorecards & Dashboards Data Marts Metadata Management Figure 1.1 Classical data warehouse architecture Data Mining 14 CHAPTER INTRODUCING ... methods are applicable only to a certain class of user-facing BI application development Agile methods are applicable and adaptable to data warehouse development as well as business intelligence and ... reality the data model was a replication of parts of one of the legacy operational databases This replicated database did not include any data scrubbing and was wrapped in a significant amount of...

Ngày tải lên: 29/05/2014, 13:56

... data Data marts/warehouse Characteristics Delivery channels Price points Data mining allows for additional leverage of operational data and associated data collections in data marts and data warehouses ... be available in operational data collections, data marts, and the data warehouse It provides patterns of behavior, reflected in data, that can drive the accumulation of business knowledge and ... line Marketing analysts can look at the marketing data store to detect patterns that are associated with market growth or customer responsiveness The data are freely available and the pay-offs are...

Ngày tải lên: 08/08/2014, 22:20

... its application, and the range of data that is available to support data mining is so diverse, that business applications and associated business understanding can occur in a variety of areas According ... 2.6.5 Data storage It is normal for data to come to the mining view from a variety of internal and external sources On a rare occasion the data will be available from the data mart or data warehouse ... the season that is being examined 2.7 Data preparation The data preparation phase covers all activities to construct a data set that contains empirical, or operational, measures to appropriately...

Ngày tải lên: 08/08/2014, 22:20

... while statistical approaches are based on statistical theory, validation approaches are based on an examination of the actual properties of data Validation looks closely at data that are used ... manipulate, examine, extract data from, and deploy data mining models in the same way as you would any table in a typical database This approach recognizes that data mining, as organizations usually ... we can expect greater and greater increases in our ability to let data speak for themselves Data mining and the associated data manipulation maturity involved in data mining mean that data—and...

Ngày tải lên: 08/08/2014, 22:20

... customer table contains company information a separate company table would need to be identified to produce a database in normal form A normalized database facilitates database updates and database ... information Process information Source and target databases Data transformations Data cleansing operations Data access Data marts OLAP tools As we move beyond data warehousing into end-to-end business ... data warehouse, data mart, and mining mart The data warehouse tends to be a strategic, central data store and clearing house for analytical data in the enterprise Typically, a data mart tends to...

Ngày tải lên: 08/08/2014, 22:20

... The database Analysis Manager stores both sets of models in the same folder A simple set of wizards is available to create and examine both OLAP and data mining models A very common data mining ... that data mining is ideally suited to solve 5.1 The database The database captures the important data that are necessary to run the conference delivery business that serves as our example case ... modeling (classification) tasks The relational database shown in Figure 5.1 has been defined as a Microsoft Access database So, the first task to accomplish in bringing the data into the analysis...

Ngày tải lên: 08/08/2014, 22:20

... Backing up and restoring the database 6.3 Backing up and restoring databases 6.3 175 Backing up and restoring databases To back up your database simply right-click on the database under the Analysis ... creating a “test” data set (sometimes called a “hold back” sample), which is typically drawn from the database to be analyzed before the analytical model is developed This way we can create a ... through the application of pattern search algorithms) We can see from this approach that knowledge management and data mining are closely related and can be seen as complementary and, indeed, as synergistic...

Ngày tải lên: 08/08/2014, 22:20

... programs that store data in tables that relate to one another SGML (Standard Generalized Markup Language) A standard format under the auspices of the International Organization for Standardization ... Content Real-Time Content Teams Teams Collaboration Management Collaboration Management SMEs SMEs Intranet Intranet Portals Portals Search Search Messaging Messaging Collaboration Collaboration Repository ... Data Mining Data Mining Knowledge Knowledge Discovery Discovery Data Analysis Data Analysis Warehouse Warehouse BI BI Knowledge Management Desktop Content Creation Portals and search Portals and...

Ngày tải lên: 08/08/2014, 22:20

... places Data taken from the Places Rated Almanac, giving the ratings on composite variables of 329 locations (From an ASA data exposition, 1986) The data are in one file, places.data, which is a ... that assessed machine learning methods The Statlog data sets are as follows: Australian (Australian credit) Diabetes (diabetes of Pima Indians) DNA (DNA sequence) German (German credit) Heart ... taken from a balloon The data contain a trend and outliers Source: Laurie Davies (mata00@de0hrz 1a. BITNET) (43k, 5/Feb/93) D.5.8 baseball Data on the salaries of North American major league baseball...

Ngày tải lên: 08/08/2014, 22:20

... info@dart.com 315-431-1024 Data Junction Corporation Data Junction 6.5 Datacap Data and document capture applications Dataflight Software, Inc Concordance Information Retrieval System 6.60 DataFlux ... Datasweep Web centric suypply chain manufacturing solutions www.datasweep.com 408-275-1400 Datatrade Digital report management system www.datatrade.com 417-882-1576 Datawatch Corporation Monarch ... Internet-based B2B learning networks www.saba.com 877-saba-101 Saba Software, Inc Saba Education Management System (EMS) 2.1.3 info@sabasoftware.com 650-696-3840 Sagemaker EIP solutions www.sagemaker.com...

Ngày tải lên: 08/08/2014, 22:20