Microsoft SQL Server 2012/2014 - Data Warehouse

På denna SQL Server 2014-kurs lär du dig att sätta upp ett datalager, sk Data Warehouse, för att stödja en Business Intelligence (BI)-lösning med SQL Server. Kursens material och labbmiljö är baserade på SQL Server 2014, men den är även lämplig för dig som arbetar med SQL Server 2012.

Under kursen går vi igenom hur vi sätter upp ett datalager, implementerar SQL Server SQL Server ETL med Integration Services (SSIS) samt validerar och tvättar med SQL Server Data Quality Services och SQL Server Master Data Services.

Du lär dig

  • 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.

Ämnesområden

Introduction to Data Warehousing

This module provides an introduction to the key components of a data warehousing solution and the high-level considerations you must take into account when you embark on a data warehousing project.

  • Overview of Data Warehousing
  • Considerations for a Data Warehouse Solution

Planning Data Warehouse Infrastructure

This module discusses considerations for selecting hardware and distributing SQL Server facilities across servers.

  • Considerations for Data Warehouse Infrastructure
  • Planning Data Warehouse Hardware

Designing and Implementing a Data Warehouse

This module describes the key considerations for the logical design of a data warehouse, and then discusses best practices for its physical implementation.

  • Data Warehouse Design Overview
  • Designing Dimension Tables
  • Designing Fact Tables
  • Physical Design for a Data Warehouse

Creating an ETL Solution with SSIS

This module discusses considerations for implementing an ETL process, and then focuses on Microsoft SQL Server Integration Services (SSIS) as a platform for building ETL solutions.

  • Introduction to ETL with SSIS
  • Exploring Data Sources
  • Implementing Data Flow

Implementing Control Flow in an SSIS Package

This module describes how to implement ETL solutions that combine multiple tasks and workflow logic.

  • Introduction to Control Flow
  • Creating Dynamic Packages
  • Using Containers
  • Managing Consistency

Debugging and Troubleshooting SSIS Packages

This module describes how you can debug packages to find the cause of errors that occur during execution. It then discusses the logging functionality built into SSIS that you can use to log events for troubleshooting purposes. Finally, the module describes common approaches for handling errors in control flow and data flow.

  • Debugging an SSIS Package
  • Logging SSIS Package Events
  • Handling Errors in an SSIS Package

Implementing a Data Extraction Solution

This module describes the techniques you can use to implement an incremental data warehouse refresh process.

  • Planning Data Extraction
  • Extracting Modified Data

Loading Data into a Data Warehouse

This module describes the techniques you can use to implement data warehouse load process.

  • Planning Data Loads
  • Using SSIS for Incremental Loads
  • Using Transact-SQL Loading Techniques

Enforcing Data Quality

This module introduces Microsoft SQL Server Data Quality Services (DQS), and describes how you can use it to cleanse and deduplicate data.

  • Introduction to Data Quality
  • Using Data Quality Services to Cleanse Data
  • Using Data Quality Services to Cleanse Data

Master Data Services

Master Data Services provides a way for organizations to standardize data and improve the quality, consistency, and reliability of the data that guides key business decisions. This module introduces Master Data Services and explains the benefits of using it.

  • Introduction to Master Data Services
  • Implementing a Master Data Services Model
  • Managing Master Data
  • Creating a Master Data Hub

Extending SQL Server Integration Services

This module describes the techniques you can use to extend SSIS. The module is not designed to be a comprehensive guide to developing custom SSIS solutions, but to provide an awareness of the fundamental steps required to use custom components and scripts in an ETL process that is based on SSIS.

  • Using Scripts in SSIS
  • Using Custom Components in SSIS

Deploying and Configuring SSIS Packages

In this module, students will learn how to deploy packages and their dependencies to a server, and how to manage and monitor the execution of deployed packages.

  • Overview of SSIS Deployment
  • Deploying SSIS Projects
  • Planning SSIS Package Execution

Consuming Data in a Data Warehouse

This module introduces business intelligence (BI) solutions and describes how you can use a data warehouse as the basis for enterprise and self-service BI.

  • Introduction to Business Intelligence
  • Enterprise Business Intelligence
  • Self-Service BI and Big Data

Förkunskaper

Du ska ha kunskaper likvärdiga det du lär dig i kursen 10774: Writing T-SQL Queries for Microsoft SQL Server.

Utbildningsformer

Addskills erbjuder mycket mer än traditionell klassrumsutbildning. Se vilka utbildningsformer som passar just dig!

Addskills kunskapsbank

Ta del av intressanta artiklar, webinars och filmade seminarier.

Anpassad företagsutbildning

Behöver du en utbildning som är anpassad till ditt företags behov? Läs mer om våra anpassade företagsutbildningar.

Om kursen

Pris: 31 450,00 kr

exklusive moms

Längd 5 dagar
Kurskod M20463

Software AssuranceSA-voucher gäller på denna kurs
KompetenskortKompetenskort gäller på denna kurs 

Kursen hålls på begäran

Kontakta oss för mer information.

Telefon: 08-440 11 00
E-post: info@addskills.com

Chatta med oss

Chatta med oss!

Har du frågor eller funderingar? Chatta med oss direkt!