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After you understand your business problem and have defined a question for data mining, you need to prepare your data to be mined. Before you start creating data mining models, you must develop a basic understanding of your data. Begin with a data overview. To get a comprehensive view, you can use descriptive statistics, such as frequency distribution for discrete variables. For continuous variables, at a minimum you should check the mean value and the spread of the distribution. For example, you should check the average value and the standard deviation. OLAP cubes are handy for helping you understand your data. You can use a data source view (DSV) to get a quick overview of your variables in table, PivotTable, graph, or PivotGraph format. Microsoft Office Excel statistical functions and PivotTable and PivotGraph dynamic views also are useful tools for data overview.

192.168.0.15

192.168.0.15

An MDX set is a collection of tuples with the same dimensionality, or attribute hierarchies. For example, the following set is a valid set consisting of two tuples that have the same dimensionality:

the monitoring stopped. At the same time, run a trace using the events from the baseline using SQL Server Profiler and log it to the database or a log file. Then, compare the resulting counter and trace logs to the log files created for the performance baseline. Note outliers and investigate to determine if they are indicative of the problem. It might be necessary to execute queries using various dynamic management views to investigate an outlier. It might also be necessary to repeat the monitoring until you determine a root cause. Once you identify a suspected cause, make the appropriate changes and repeat the monitoring to determine if the outliers are still present. Continue this process until you are confident that the problem has been identified and resolved. You should then create a new performance baseline for all database servers. This will be used for any issues that might arise in the future.

192.168.0.15

192.168.1.2

{([Sales Territory].[Country].[All Countries],[Date].[Year].[2004], [Product].[Product]. [Mountain-100]), ([Sales Territory].[Country].[All Countries],[Date].[Year].[2004], [Product].[Product]. [Road-200])}

Learning ADO.NET http://msdn2.microsoft.com/en-us/data/aa937699.aspx Learning Microsoft Data Access Components (MDAC) http://msdn2.microsoft.com/en-us/data/aa937703.aspx Learning SQL Native Client http://msdn2.microsoft.com/en-us/data/aa937705.aspx Usage Scenarios for SQL Server 2005 Native Web Services http://msdn2.microsoft.com/en-us/library/ms345140.aspx How to Use the ODBC.NET Managed Provider in Visual Basic.NET and Connection Strings http://support.microsoft.com/kb/310985/ How to Use the ODBC.NET Managed Provider in C# .NET and Connection Strings http://support.microsoft.com/kb/310988 SQL Server OLE DB Programmer's Reference http://msdn2.microsoft.com/en-us/library/aa198360(SQL.80).aspx

192.168.0.15

192.168.0.15

The following set is invalid because its tuples have different dimensionality: The first tuple uses the Customer dimension, and the second uses the Territory dimension:

Windows Support Tools includes a command-line utility called DNSLint whose main function is to help resolve faulty delegations such as this. DNSLint can also be used to verify DNS records used for Active Directory replication and to search for various record types on multiple DNS servers.

ADO.NET: More than a Matter of ABCs http://www.samspublishing.com/articles/article.asp p=102202&seqNum=2&rl=1 Comparison of ADO.NET and ADO http://msdn.microsoft.com/library/default.asp url=/library/en-us/vbcon/html/vbconADOPreviousVersionsOfADO.asp

3. The syr.treyresearch.net domain is configured as an Active Directory integrated zone at the Syracuse branch office. The zone replication scope has been set to All DNS Servers In The Active Directory Forest. Which partition in Replication Monitor should you use to force replication of the zone data for the syr.treyresearch.net domain a. DC=treyresearch,DC=net b. DC=ForestDnsZones,DC=treyresearch,DC=net c. DC=ForestDnsZones,DC=syr,DC=treyresearch,DC=net d. DC=DomainDnsZones,DC=syr,DC=treyresearch,DC=net

{([Customer].[John Doe], [Date].[Year].[2003], [Product].[Product].[Mountain-100]), ([Sales Territory].[Country].[Canada], [Date].[Year].[2003], [Product].[Product].[Road-200])}

In this lab, you troubleshoot a problem related to name resolution. 1. From Computer1, log on to Domain1 as Administrator. Verify that the DNS Man agement console has not been started. 2. Verify that Computer1 is connected to the Internet through the MyISP connection.

An Overview of SQL Server 2005 for the Database Administrator http://www.microsoft.com/technet/prodtechnol/sql/2005/sqlydba.mspx Using the USE PLAN Query Hint http://msdn2.microsoft.com/en-us/library/ms186954.aspx Forcing Query Plans http://www.microsoft.com/technet/prodtechnol/sql/2005/frcqupln.mspx Invoke UDFs that Accept Tables with SQL Server 2005 s APPLY Operator http://builder.com.com/5100-6388_14-6108869.html New T-SQL Features in SQL Server 2005, Part 1 http://www.sqlservercentral.com/columnists/sramakrishnan/2734.asp Returning Ranked Results with Microsoft SQL Server 2005 http://www.4guysfromrolla.com/webtech/010406-1.shtml Optimizing Distributed Queries http://msdn2.microsoft.com/en-us/library/ms180972.aspx XQuery 1.0: An XML Query Language http://www.w3.org/TR/xquery/ Understanding SQL Server Full-Text Indexing http://www.developer.com/db/article.php/3446891 Lesson 5 XML Integration with SQL Server 2005 http://www.programmersheaven.com/2/SQL-server-2005-school-lesson-5

The basic MDX query consists of a SELECT statement that has the following syntax:

6

6-31

SELECT [ * | ( <SELECT query axis clause> [ , <SELECT query axis clause> ... ] ) ] FROM <SELECT subcube clause> [ <SELECT slicer axis clause> ]