Data Shrinkage for Government Training Course

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Course Language

This course is delivered in English.

Course Code

datashrinkgov

Duration Duration

14 hours (usually 2 days including breaks)

Requirements Requirements

Overview Overview

Course Outline Course Outline

Why shrink data

Relational databases

  • Introduction
  • Aggregation and disaggregation
  • Normalisation and denormalisation
  • Null values and zeroes
  • Joining data
  • Complex joins

Cluster analysis

  • Applications
  • Strengths and weaknesses
  • Measuring distance
  • Hierarchical clustering
  • K-means and derivatives
  • Applications in Government

Factor analysis

  • Concepts
  • Exploratory factor analysis
  • Confirmatory factor analysis
  • Principal component analysis
  • Correspondence analysis
  • Software
  • Applications in Government

Predictive analytics

  • Timelines and naming conventions
  • Holdout samples
  • Weights of evidence
  • Information value
  • Scorecard building demonstration using a spreadsheet
  • Regression in predictive analytics
  • Logistic regression in predictive analytics
  • Decision Trees in predictive analytics
  • Neural networks
  • Measuring accuracy
  • Applications in Government

Guaranteed to run even with a single delegate!
Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From $7200
Request
Private Classroom Private Classroom
Participants are from one organisation only. No external participants are allowed. Usually customised to a specific group, course topics are agreed between the client and the trainer.
From $7200
Request quote
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From $4000
Request quote

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Public Classroom Private Classroom Private Remote
1 $7200 $7200 $4000
2 $3850 $3775 $2175
3 $2733 $2633 $1567
4 $2175 $2063 $1263
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Course Discounts

Course Venue Course Date Course Price [Remote/Classroom]
SQL Fundamentals Remote Course Fri, Sep 16 2016, 9:30 am $750 / N/A

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