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MS BI Course Content SSIS/SSAS/SSRS

SSIS
Introduction to Integration Services
• Defining SQL Server Integration Services
• Exploring the need for migrating diverse data
• The role of business intelligence (BI)
SSIS Architecture and Tools
Managing heterogeneous data
• Leveraging the Extract, Transform and Load (ETL) capabilities of SSIS
• Running wizards for basic migrations
• Creating packages for complex tasks
Illustrating SSIS architecture
• Distinguishing between data flow pipeline and package runtime
• Executing packages on the client side or hosted in the SSIS service
Upgrading legacy DTS
• Executing existing DTS packages in the SSIS environment
• Converting DTS packages to SSIS with the migration wizard
• Logging migration results
Implementing Tasks and Containers
Utilizing basic SSIS objects
• Configuring connection managers
• Adding data flow tasks to packages
• Reviewing progress with data viewers
• Assembling tasks to perform complex data migrations
Operating system level tasks
• Copying, moving and deleting files
• Transferring files with the FTP task
• Reading system information with WMI query language (WQL)
Communicating with external sources
• Sending messages through mail
• Detecting system events with WMI
Processing XML
• Iterating XML nodes
• Writing XML files from databases
Extending Capabilities with Scripting
Writing expressions
• Making properties dynamic with variables
• Building expressions in Expression Builder
Script Task
• Extending functionality with the Script Task
• Debugging, breakpoints, watches
Transforming with the Data Flow Task
Performing transforms on columns
• Converting and calculating columns
• Transforming with Character Map
Combining and splitting data
• Profiling data
• Merge, Union, Conditional Split
• Multicasting and converting data
Manipulating row sets and BLOB data
• Aggregate, sort, audit and look up data
• Importing and exporting BLOB data
• Redirecting error rows
Performing database operations
• Implementing Change Data Capture (CDC)
• Executing a SQL task
• Bulk inserting data from text files
Error Handling, Logging and Transactions
Organizing package work flow
• Defining success, failure, completion and expression precedence constraints
• Handling events and event bubbling
Designing robust packages
• Choosing log providers
• Adapting solutions with package configurations
• Auditing package execution results
Administering Business Intelligence
Managing and securing packages
• Storing packages in Package Store and msdb
• Encrypting packages with passwords and user keys
Integrating with other BI components
• Displaying data in Reporting Services
• Accessing package data with ADO.NET


SSAS


Building and Modifying an OLAP Cube
Designing a Unified Dimension Model (UDM)
• Identifying measures and their suitable granularities
• Adding new measure groups and creating custom measures
Creating dimensions
• Implementing a Star and Snowflake Schema
• Managing Slow Changing Dimensions (SCD)
• Identifying role-play dimensions
Extending the Cube with Hierarchies
Creating hierarchies
• Building natural hierarchies
• Many-to-many hierarchies
• Creating attribute relationships
• Distinguishing between ragged, balanced and unbalanced hierarchies
• Discretizing attribute values with the Clusters and Equal Areas algorithms
Parent-child relationships
• Defining parent and key attributes
• Generating level captions with the Naming Template feature
• Removing repeated entries with the MembersWithData property
Exploiting Advanced Dimension Relationships
Storing dimension data in fact tables
• Building a degenerate dimension
• Configuring fact relationships
Saving space with referenced dimension relationships
• Identifying candidates for referenced relationships
• Utilizing the Dimension Usage tab to configure referenced relationships
Including dimensions with many-to-many relationships
• Implementing intermediate measure groups and dimensions
• Reporting on many-to-many dimensions without double counting
Designing Optimal Cubes
Assembling cube components
• Selecting the appropriate fact tables
• Adding cube dimensions
• Distinguishing between additive, semiadditive and nonadditive measures
Designing storage and aggregations
• Choosing between ROLAP, MOLAP and HOLAP
• Partitioning cubes for improved performance
• Designing aggregations with the Aggregation Design Wizard
• Leveraging the Usage-Based Optimization Wizard
Automating processing
• Exploiting XMLA scripts and SSIS
• Refreshing cubes with Proactive Caching
Performing Advanced Analysis with MDX
Retrieving data with MDX
• Defining tuples, sets and calculated members
• Querying cubes with MDX
• Navigating hierarchies with MDX and utilizing set functions
Monitoring business performance with KPIs
• Building goal, status and trend expressions
• Using PARALLELPERIOD to compare with past time periods
Creating calculations with MDX
• Adding runtime calculations to the cube
• Comparing MDX calculations with DSV calculated columns
Securing Cube Data
Securing data and simplifying the user interface
• Distinguishing between perspective feature and security
• Creating roles for administrative privileges
• Securing dimension data
• Implementing cell-level security
Gaining Business Advantage with Data Mining
Determining the correct model
• Identifying business tasks for data mining
• Training and testing data mining algorithms
• Comparing algorithms with the accuracy chart and classification matrix
• Optimizing returns with the Profit Chart
Performing real-world predictions
• Classifying with the Decision Trees, Neural Network and Naive Bayes algorithms
• Predicting with the Time Series algorithm
Deploying models
• Predicting new cases with algorithms
• Utilizing DMX to perform batch and singleton predictions
• Exploring results with data mining viewers

SSRS



Introduction to SQL Server 2008 Reporting Services
• Identifying deployment: native, integrated or single server
• Managing Web farm deployment with/without SharePoint
Developing Reports
Designing fundamental reports
• Connecting to relational and multidimensional data sources
• Generating a Tablix reporting structure
• Building an interactive chart
• Creating reports with richly formatted text
Composing expressions
• Computing custom fields
• Managing built-in collections
• Linking expressions to properties
• Employing conditional formatting
Arranging and sorting data
• Multiple-level grouping and categorizing the results
• Applying aggregate functions
Producing various outputs from a Tablix
• Creating parallel dynamic group report formats
• Combining dynamic and static columns
Integrating Parameters and Filters
Incorporating parameters into reports
• Yielding subsets of data with query parameters
• Aligning report parameters to query parameters
• Constructing cascading report parameters
• Transmitting parameters to stored procedures
• Handling multivalued parameters
Applying filters to report data
• Augmenting performance with filters
• Determining filters vs. query parameters
Implementing Interactive Features
Combining multiple data regions in one report
• Applying sequential and nested regions
• Creating master/detail reports and linking subreports
Executing advanced data visualizations
• Applying the radial and linear gauge
• Customizing charts with scale breaks
• Charting KPIs from Analysis Services
Showing robust data with relevant detail
• Drilling through report detail and drilling down report data
• Navigating reports with document maps
• Reporting with hierarchical rows and dynamic headers
Deploying and Delivering Reports
Deploying reports to the server
• Publishing reports and configuring project properties
• Verifying results with Report Manager
Identifying delivery options
• Electing on demand or via subscription
• Enhancing performance with cached instances and snapshots
• Configuring snapshot history
• Formatting different outputs
Dispatching subscription reports
• Publishing reports via e-mail and fileshare
• Seamlessly delivering reports by data-driven subscriptions
Integrating reports with SharePoint
• Deploying reports to SharePoint
• Viewing results in Report Center and Data Connections libraries
Safeguarding Reporting Services
Structuring content security
• Leveraging existing Windows authentication
• Establishing permission levels on report items
Ensuring the RS system
• Instituting varying levels of administrative roles
• Allowing and withdrawing system-level permissions
Empowering Users with Ad Hoc Reporting
Designing models for users
• Building personalized reports with Model Designer
• Defining data source views
• Creating and refining models
Designing reports with Report Builder
• Launching Report Builder to users across the enterprise
• Dragging and dropping entities onto charts and tabular reports
• Exploiting Analysis Services cubes as report models
Delivering Reports to Users
• Accessing and controlling reports using URLs
• Leveraging RS Web services
• Embedding reports in applications with the Report Viewer
• Delivering reports through SharePoint

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