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20463 Implementing a Data Warehouse with Microsoft® SQL Server®

Course Overview

This course describes how to implement a data warehouse platform to support a BI solution. Students will learn how to create a data warehouse with Microsoft SQL Server 2014, implement ETL with SQL Server Integration Services, and validate and cleanse data with SQL Server Data Quality Services and SQL Server Master Data Services. IMPORTANT NOTE: This course is designed for customers who are interested in learning SQL Server 2012 OR SQL Server 2014; it covers the new features in SQL Server 2014, but also the important capabilities across the SQL Server data platform.

Who Should Attend

This course is intended for database professionals who need to create and support a data warehousing solution. Primary responsibilities include: Implementing a data warehouse. Developing SSIS packages for data extraction, transformation, and loading. Enforcing data integrity by using Master Data Services. Cleansing data by using Data Quality Services.

Course Objectives

After completing this course, students will be able to:

  • Describe data warehouse concepts and architecture considerations
  • Select an appropriate hardware platform for a data warehouse
  • Design and implement a data warehouse
  • Implement Data Flow in an SSIS Package
  • Implement Control Flow in an SSIS Package
  • Debug and Troubleshoot SSIS packages
  • Implement an ETL solution that supports incremental data extraction
  • Implement an ETL solution that supports incremental data loading
  • Implement data cleansing by using Microsoft Data Quality Services
  • Implement Master Data Services to enforce data integrity
  • Extend SSIS with custom scripts and components
  • Deploy and Configure SSIS packages
  • Describe how BI solutions can consume data from the data warehouse

    Course Outline

    1 - Introduction to Data Warehousing

    • Overview of Data Warehousing
    • Considerations for a Data Warehouse Solution
    • Lab : Exploring a Data Warehousing Solution
    • Exploring Data Sources
    • Exploring and ETL Process
    • Exploring a Data Warehouse

    2 - Planning Data Warehouse Infrastructure

    • Considerations for Data Warehouse Infrastructure
    • Planning Data Warehouse Hardware
    • Lab : Planning Data Warehouse Infrastructure
    • Planning Data Warehouse Hardware

    3 - Designing and Implementing a Data Warehouse

    • Data Warehouse Design Overview
    • Designing Dimension Tables
    • Designing Fact Tables
    • Physical Design for a Data Warehouse
    • Lab : Implementing a Data Warehouse
    • Implement a Star Schema
    • Implement a Snowflake Schema
    • Implement a Time Dimension

    4 - Creating an ETL Solution with SSIS

    • Introduction to ETL with SSIS
    • Exploring Data Sources
    • Implementing Data Flow
    • Lab : Implementing Data Flow in an SSIS Package
    • Exploring Data Sources
    • Transferring Data by Using a Data Flow Task
    • Using Transformations in a Data Flow

    5 - Implementing Control Flow in an SSIS Package

    • Introduction to Control Flow
    • Creating Dynamic Packages
    • Using Containers
    • Managing Consistency
    • Lab : Implementing Control Flow in an SSIS Package
    • Using Tasks and Precedence in a Control Flow
    • Using Variables and Parameters
    • Using Containers
    • Lab : Using Transactions and Checkpoints
    • Using Transactions
    • Using Checkpoints

    6 - Debugging and Troubleshooting SSIS Packages

    • Debugging an SSIS Package
    • Logging SSIS Package Events
    • Handling Errors in an SSIS Package
    • Lab : Debugging and Troubleshooting an SSIS Package
    • Debugging an SSIS Package
    • Logging SSIS Package Execution
    • Implementing an Event Handler
    • Handling Errors in a Data Flow

    7 - Implementing a Data Extraction Solution

    • Planning Data Extraction
    • Extracting Modified Data
    • Lab : Extracting Modified Data
    • Using a Datetime Column
    • Using Change Data Capture
    • Using the CDC Control Task
    • Using Change Tracking

    8 - Loading Data into a Data Warehouse

    • Planning Data Loads
    • Using SSIS for Incremental Loads
    • Using Transact-SQL Loading Techniques
    • Lab : Loading a Data Warehouse
    • Loading Data from CDC Output Tables
    • Using a Lookup Transformation to Insert or Update Dimension Data
    • Implementing a Slowly Changing Dimension
    • Using the MERGE Statement

    9 - Enforcing Data Quality

    • Introduction to Data Quality
    • Using Data Quality Services to Cleanse Data
    • Using Data Quality Services to Cleanse Data
    • Lab : Cleansing Data
    • Creating a DQS Knowledge Base
    • Using a DQS Project to Cleanse Data
    • Using DQS in an SSIS Package

    10 - Master Data Services

    • Introduction to Master Data Services
    • Implementing a Master Data Services Model
    • Managing Master Data
    • Creating a Master Data Hub
    • Lab : Implementing Master Data Services
    • Creating a Master Data Services Model
    • Using the Master Data Services Add-in for Excel
    • Enforcing Business Rules
    • Loading Data Into a Model
    • Consuming Master Data Services Data

    11 - Extending SQL Server Integration Services

    • Using Scripts in SSIS
    • Using Custom Components in SSIS
    • Lab : Using Custom Scripts
    • Using a Script Task

    12 - Deploying and Configuring SSIS Packages

    • Overview of SSIS Deployment
    • Deploying SSIS Projects
    • Planning SSIS Package Execution
    • Lab : Deploying and Configuring SSIS Packages
    • Creating an SSIS Catalog
    • Deploying an SSIS Project
    • Running an SSIS Package in SQL Server Management Studio
    • Scheduling SSIS Packages with SQL Server Agent

    13 - Consuming Data in a Data Warehouse

    • Introduction to Business Intelligence
    • Enterprise Business Intelligence
    • Self-Service BI and Big Data
    • Lab : Using a Data Warehouse
    • Exploring an Enterprise BI Solution
    • Exploring a Self-Service BI Solution

  • Enroll Today

    This is a 5-day class

    Price: $2,975.00
    Payment Options

    ILT Instructor‑Led Training

    OLL Online LIVE

    GTR  Guaranteed to Run

    Class times are listed Eastern time. This class is available for Private Group Training

    To sort by location or date, click the ‘When’ and ‘Where’ column headings.

    Cart When Time   Where How
    01/07/2019 9:00AM - 5:00PM GTR Online LIVE OLL
    02/11/2019 9:00AM - 5:00PM GTR Online LIVE OLL
    03/25/2019 9:00AM - 5:00PM GTR Online LIVE OLL
    04/22/2019 11:00AM - 7:00PM GTR Online LIVE OLL
    05/20/2019 9:00AM - 5:00PM GTR Online LIVE OLL
    06/24/2019 9:00AM - 5:00PM GTR Online LIVE OLL
    07/22/2019 11:00AM - 7:00PM GTR Online LIVE OLL

    Class times are listed Eastern time
    This class is available for Private Group Training