Data Mining, Predictive Analytics with Microsoft Analysis Services and Excel PowerPivot Training Course
This three-day instructor-led 55040 Data Mining, Predictive Analytics with Microsoft Analysis Services and Excel PowerPivot course will introduce the students to the concepts of data mining, machine learning and predictive analytics utilizing the Microsoft toolsets including SQL Server Analysis Services and Excel with PowerPivot and the Data Mining Add-ins.The 55040 Data Mining, Predictive Analytics with Microsoft Analysis Services and Excel PowerPivot training course can be administered live at any of our locations or remote-live from your home or office.
The intended audience for Course 55040: Data Mining, Predictive Analytics with Microsoft Analysis Services and Excel PowerPivot includes Power Users, IT Professionals, Report Developers, BI Professionals, Project Managers and Team Leads interested in exploring the Microsoft toolsets for data mining, machine learning, and predictive analytics.
Module 1: Introduction
This module explains how the class will be structured and introduces course materials and additional administrative information.
Module 2: Data Mining Concepts
This module will get students grounded in the terminology and concepts commonly utilized in data mining.
Module 3: SQL Server Analysis Services Data Mining Tools
This module familiarizes the student with the data mining tools in SQL Server Analysis Services.
Module 4: The Microsoft Data Mining Algorithms
This module explains the Microsoft implementations of the generic types of algorithms uses in data mining. The students will work with each algorithm and implement an example of each.
Module 5: Excel PowerPivot Data Mining Add-ins
This module switches to the use of Excel with PowerPivot and the Data Mining Add-ins. Here the students will see the different capabilities between Excel and SQL Server Analysis Services and learn to use the data mining features of Excel and generate consumable reports from analytics and data mining.
Module 6: Concept Reinforcement Scenarios
This module consists of five scenarios to help reinforce the concepts covered in this course.
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