EncartaLabs

MicroStrategy - Data Mining and Predictive Analytics

( Duration: 2 Days )

In MicroStrategy - Data Mining and Predictive Analytics training course attendees will learn to develop predictive models and reports by leveraging native algorithms or by importing models from third-party data mining vendors like R and PMML, in hands-on exercises using MicroStrategy Developer. Learn data mining best practices.

By attending MicroStrategy - Data Mining and Predictive Analytics workshop, attendees will learn to:

  • Predictive modeling
  • Forecasting
  • Trend analysis
  • Regression analysis
  • Clustering and pattern analysis
  • Market basket analysis
  • R script integration
  • Predictive Model Markup Language (PMML) integration
  • Data classification
  • Time series analysis
  • Decision tree analysis

  • Attend Microstrategy - Advanced Analytics Reporting training or equivalent experience.

  • Advanced Analyst

COURSE AGENDA

1

Data mining and predictive analytics overview

  • Purpose of data mining tools
  • Advantages of data mining
  • Introduction to MicroStrategy Data Mining Services
2

Data mining models and techniques

  • Basic data mining model
  • Data mining types and algorithms
  • Data mining with MicroStrategy
  • Creating a data mining dataset
3

Using data mining models with MicroStrategy

  • Using MicroStrategy predictive models
  • Using the training metric wizard to create a training metric
  • Developing models using PMML
  • Evaluating the predictive model
  • Developing models using R
  • Developing predictive metrics
  • Using the MicroStrategy predictive model viewer
4

Forecasting

  • Forecasting uses
  • Regression analysis
  • Linear and exponential regression
  • Tree regression analysis
  • Time series analysis
5

Classification

  • Decision tree analysis
  • Logistic regression analysis
6

Association

  • Association rules
7

Clustering

  • Cluster analysis

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 4,000 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting http://encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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