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SQL Server 2016 BI: Integration and Analysis Services

  • All levels
  • 18 and older
  • $2,795
  • 1701 E Woodfield Rd, Schaumburg, IL
  • 40 hours over 5 sessions

Start Dates (0)

  • $2,795
  • IL - Schaumburg @ 1701 E Woodfield Rd Suite 735, Schaumburg, IL 60173
  • 40 hours over 5 sessions
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Class Description

Description

What you'll learn in this sql server training:

All HOTT courses are available face-to-face, remote-live, on-demand or on-site at your facility

SQL Server 2016 Business Intelligence: Integration Services and Analysis Services


SQL Server 2016 provides a rich environment for business intelligence development. The focus of this five day course is to familiarize developers with the use of SQL Server Engine, SQL Server Integration Services (SSIS) and SQL Server Analysis Services (SSAS) to create and populate data warehouses through ETL processing and build Multidimensional and Tabular models to use and reporting data sources.


Students will learn how to design and build data warehouses and marts using SQL Server Management Studio. In a series of exercises, students develop SSIS packages designed to maintain a data warehouse using the Data Flow control flow task. Also demonstrated are other control flow tasks that can interact with an NTFS file system, FTP server, execute Win32 processes, send emails, and run .NET scripts.


Based on the populated data warehouse they have created, students will then learn how to develop both Multidimensional and Tabular SSAS models using the languages Multidimensional Expressions (MDX) and Data Analysis Expressions (DAX). Cubes will be customized to include Key Performance Indicators (KPIs), Calculated Members, Named Sets, Navigational Hierarchies, and Perspectives.


Students who are also interested in Reporting Services (SSRS) should consider the 3-day SQL Server 2016 Reporting Services course in addition to this course. An 8-day training pass is available for $3,590.


Students Will Learn:

  • Structure and function of a data warehouse or data mart
  • Data warehouse design to support enterprise reporting
  • The role of SSIS within the business intelligence framework
  • Developing SSIS Extract Transform Load (ETL) processes to populate data warehouses
  • Functionality of all SSIS Control Flow tasks
  • Deploying SSIS projects to SSIS Catalogs
  • Configuring SSIS environments, runtime variables and parameters
  • BI Semantic Model
  • Multidimensional Expressions (MDX) syntax
  • Developing SSAS Multidimensional models
  • Data Analysis Expressions (DAX)
  • Developing SSAS Tabular models
  • Deploying and securing Multidimensional and Tabular models
  • Implementing SSAS Data Mining models for predictive analysis
  • Consuming the BI Semantic Model in reports and dashboards

Prerequisites: 

  • Familiarity with database concepts, Windows desktop navigation and software installation techniques. 
  • Attendance at our SQL Programming course orMicrosoft Transact-SQL Programming course is highly recommended although not required.

Course Overview


Business Intelligence Framework Overview

  • SQL Server Data Tools Overview
  • Installation and Configuration
  • Components of a BI Solution
  • Introduction to the BI Semantic Model

Integration Services Architecture

  • Architecture of the SSIS Data Engine
  • Using Data Transformation Tasks
  • Managing Connections to Sources and Destinations
  • ADO.NET Data Source and Destination
  • Understanding Data Buffers
  • Control Flow Tasks and Containers

Common SSIS Tasks

  • Executing SQL Statements
  • Connecting to FTP Servers
  • Sending E-mail
  • Notifying Administrators of Errors
  • Completing Bulk Inserts
  • Copying, Moving and Deleting Files and Folders

Data Transformations

  • Converting Data Types
  • Merging Data from Multiple Sources
  • Splitting Data to Multiple Destinations
  • Counting Rows
  • Sampling and Sorting Records
  • Copying Columns

Advanced SSIS Tasks

  • Executing .NET Scripts and Win32 Processes
  • Using the Windows Management Instrumentation (WMI) Tasks
  • Performing Database Maintenance and Backups During SSIS Routines
  • Using Variables and Input Parameters
  • Profiling Database Tables
  • Comparing XML Files Against Schemas

Advanced Data Transformations

  • Filling in Missing Data with Lookups
  • Locating Near Duplicate Rows with Fuzzy Grouping
  • Adding Audit Information to Results
  • Counting the Occurrence of Keywords
  • Sending Rows that Process Correctly and Incorrectly to Different Destinations
  • Responding to Truncation Errors

SSIS Administration and Automation

  • Deploying SSIS Projects
  • Manually Running SSIS Tasks
  • Automating SSIS Package Execution
  • Configuring Notifications for Execution Success, Failure or Both
  • SSIS Security
  • Troubleshooting Techniques

Data Warehouse Design

  • Understanding Fact and Dimension Tables
  • Modeling Slowly Changing and Rapidly Changing Dimensions
  • Modeling Fact Tables
  • Using Star and Snowflake Schemas for Dimension Tables
  • Implementing Surrogate Keys
  • Defining Business Keys

Creating and Populating Data Warehouses

  • Creating Data Warehouses (OLAP Databases)
  • Adding Fact Tables
  • Adding Dimension Tables and Joining Them to Fact Tables
  • Loading Data into Fact and Dimension Tables
  • Validation Techniques for Data Loads

Creating and Managing Cubes

  • Creating Data Sources to Connect to Data Warehouses
  • Using SSAS to Create Cubes
  • Applying Friendly Names to Measures and Attributes
  • Customizing Dimensions and Measures
  • Setting up Navigational Hierarchies
  • Optimizing Cubes with Attribute Relationships

Multidimensional (MDX) Essentials

  • Using MDX Queries to Pull Data from Cubes
  • Understanding Tuples and Sets
  • MDX Expressions vs. Queries
  • Grouping Attribute Values into Named Sets
  • Adding Custom Calculations for Cubes Using MDX

MDX Functions

  • Using MDX Aggregate Functions
  • Using Navigations Functions to Move Though Hierarchies
  • Grouping, Filtering and Sorting Functions
  • Time-Based MDX Functions

Customizing Cubes

  • Adding Key Performance Indicators (KPIs)
  • Customizing Dimensions and Attributes
  • Adding Translations to Support Multiple Languages
  • Adding Custom Calculations 
  • Subdividing Cubes Using Perspectives

Cube Deployment and Administration

  • Cube Storage Calculations
  • Configuring Desired Aggregation
  • Configuring Caching
  • Deploying and Processing Cubes
  • Connecting to Cubes from Excel and Other Clients
  • Partitioning and Processing Cubes
  • Backing Up and Restoring Options
  • Securing Cubes

Creating and Customizing Tabular Models

  • Creating Tabular Modules in SSDT
  • Introducing DAX
  • Customizing Tabular Models
  • Refreshing Data in Tabular Models

Understanding the Data Mining Process

  • Types of Business Analysis Supported by Data Mining
  • Data Mining Process Explained
  • Understanding the Key Components of Data Mining
  • Using Built-In Data Mining Algorithms
  • Matching Mining Algorithms to Business Needs

Working with Data Mining Structures

  • Adding Data Mining Structures
  • Mining for Hidden Information
  • Discovering Patterns in Data
  • Creating Predictive Models
  • Using the Data Mining Wizard
  • Modifying Mining Structures with the Data Mining Designer

Using the Semantic Models in the Presentation Layer

  • Using SSAS Data Sources in Excel and Power View
  • Using SSAS Data Sources in SSRS
  • Using SSAS Data Sources in Power BI
  • Using SSAS Data Sources in SharePoint Performance Point Services

Note: Classes do not have fixed location. Prior to each class they examine the geographical location of the enrolled students and then select a venue that will provide most convenient overall access for the students. Classes are held in hotel conference rooms and exact location is determined 2 weeks prior to the course date.



Refund Policy

Tuition includes all course materials. Students may withdraw before the second day of class to receive a 100% refund, provided course materials are returned to the instructor. Prorated refunds may be granted for withdrawals after the first day.

Cancellations and Changes: There are no cancellation fees.

Attendance Requirements: Students must attend each day of a course and successfully complete hands on exercises in order to receive a certificate of completion. If a student wishes to retake any portion of a class that he or she completes, the student may do so within 12 months at no extra cost.

Intended Audience: Hands On Technology Transfer, Inc., provides IT training designed for technology professionals who wish to quickly upgrade their computer skills. In most states, the employer bears all training costs.

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Hands On Technology Transfer, Inc.

HOTT delivers instructor-led technical training across the United States, Canada and the United Kingdom. Whether you attend in person, remote-live or on-demand, our classroom-based training philosophy zeroes in on your ability to work more productively and with higher quality results after training....

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Hands On Technology Transfer, Inc.

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