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Published byZayne Heston Modified over 10 years ago
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Data Quality Services + Whats new in SSIS in SQL Server 2012 James Beresford www.bimonkey.com @BI_Monkey
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But first….
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Data Quality Services SQL 2012 RC0 Edition
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The Data Quality problem !=
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Hands up if youve been 2 years old
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Your first data quality problem
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Data Quality = Shape Sorting
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There is Good Data
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There is Bad Data
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There is Repairable Data
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Data Quality Services Terms A Shape = Domain
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Data Quality Services Terms Collection of Shapes = Knowledge Base
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Data Quality Services Terms Shape Sorting = Domain Rule
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The Data Quality Client Allows you to: Create or Maintain Knowledge Bases Data Quality Projects Manage and Configure DQS
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The Data Quality Client Create a Knowledge Base
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The Data Quality Client Create a Knowledge Base What did we see? Create a Knowledge Base from Data using Knowledge Discovery Set values as Correct, Error or Invalid Teach the KB some simple auto correction using Domain Rules
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The Data Quality Client Pop Quiz: Who owns a Knowledge Base? Maintaining KBs is done by: a)Qualified Data Professionals b)A BI Developer c)Users d)Tony Abbott
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The Data Quality Client Pop Quiz: Who owns a Knowledge Base? Maintaining KBs is done by: a)Qualified Data Professionals b)A BI Developer c)Users d)Tony Abbott
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The Data Quality Client Create a Composite Domain + n
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The Data Quality Client Create a Composite Domain What did we see? Use values from one domain to affect another
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The Data Quality Client Other Domain Functions Things that I wont demonstrate Term Based Relations – autocorrect substrings (e.g. Inc. > Incorporated) Reference Data – Validation against external sources on Azure DataMarket, e.g. Melissa Data
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The Data Quality Client Create a Data Quality Project
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The Data Quality Client Create a Data Quality Project What did we see? Interactive Cleansing of data Export of cleansed data set
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The Data Quality Client Matching Policies Fuzzy & Domain matching Matching Polices Exact – Must match to count in score Similar – Approximate match counts Prerequisite – Must match or match fails De-Duplication
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Automation with SSIS
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The DQS Cleansing Task
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Whats new in SSIS Denali CTP3 Edition
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Whats new in SSIS Projects & Parameters
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Whats new in SSIS The SSIS Catalog
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Whats new in SSIS Developer Experience Visual Studio 2010 &.Net 4 support Undo / Redo Auto-save project recovery
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Whats new in SSIS Developer Experience New Toolbox
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Whats new in SSIS Developer Experience Expressions New Expressions LEFT TOKEN TOKENCOUNT Removal of 4000 character limit
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Whats new in SSIS Developer Experience New Data Flow Column Mapper
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Whats new in SSIS Developer Experience Expression Markers on icons
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Whats new in SSIS Developer Experience Variable Window improvements 1.Package Scope by Default 2.Change Scope button
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Whats new in SSIS Developer Experience Data Quality Services Integration – DQS Cleansing Task
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Whats new in SSIS Administration Experience Simplified deployment & configuration Automatic logging Management dashboard Built-in reports Improved SSMS management experience Advanced troubleshooting features Package performance analysis
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Whats new in SSIS SQL 2012 RC0 Edition
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Whats new in SSIS Developer Experience Change Data Capture
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Whats new in SSIS Developer Experience ODBC Support Source and Destination Adapters
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Whats new in SSIS Developer Experience Connection Manager Changes
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Whats new in SSIS Developer Experience Flat File Source Improvements
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Whats new in SSIS Developer Experience Package Format Changes Visual Studio Configurations Scripting Improvements Troubleshooting & Logging
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Whats new in SSIS Administration Experience Data Taps Server Management with PowerShell
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Whats new in SSIS Developer Experience Other Changes Updated look for the Control Flow and Data Flow Pivot UI Row Count UI New Expression: REPLACENULL BIDS is now SQL Server Data Tools Many small fixes and improvements based on CTP feedback
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