In this seminar, you will learn how you can use SSAS data mining .
First you will learn how to develop several SSAS data mining models and select from those the best models for
deployment into production. You will learn how to assess the accuracy and reliability of
the models and compare the performance of the models so that you can choose the best
model for your business needs. Then you will see how to secure the models and how to create
prediction queries. In addition, you will learn how to deploy a mining model by using it
in an SSRS report.
Seminar objectives:
Implement data mining.
Deploy a mining model
Step 1: Preparing and Creating Data Mining Structures
Understanding the Data Mining Project Life Cycle
Preparing Data for Data Mining
Creating Data Mining Models
Selecting Data Mining Algorithms
Understanding the Data Mining Tools
Practice: Preparing Data for Data Mining and
Creating Predictive Models
Step 2: Creating Models and Applying Algorithms
Mapping Mining Structure Attributes to Source Columns
Using Case Table Definitions and Nested Tables
Using Cube Sources
Configuring Algorithm Parameters
Practice: Creating Mining Models and Setting
Algorithm Parameters
Step 3: Validating Models, Using DMX Queries, and Using
Prediction Queries in Reports
Validating Predictive Models
Measuring the Accuracy of Other Models
Creating Data Mining Queries and Reports
Creating Prediction Queries in BIDS and SSMS
Understanding the DMX Language
Using Prediction Queries in Reports
Practice: Testing Model Accuracy, Creating a DMX Report,
and Using DMX Queries
Step 4: Securing and Processing Data Mining Models
Configuring SSAS Properties
Configuring SSAS Roles, Permissions, and Data Sources
Processing Data Mining Objects
Processing Mining Structures and Models
Practice: Securing and Processing Data Mining Models
Case Scenario: Working with SSAS Data Mining
This seminars series based on Microsoft Certification Training Kit for
Exam 70-448: Microsoft SQL Server 2008 - Business Intelligence Development and
Maintenance
MCTS Self-Paced Training Kit (Exam 70-448): Microsoft® SQL Server® 2008 Business Intelligence Development and Maintenance (Self-Paced Training Kits)