Data Shrinkage for Government Training Course

Course CodeCourse Code

datashrinkgov

Duration Duration

14 hours (usually 2 days including breaks)

Course OutlineCourse 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

Bookings, Prices and EnquiriesBookings, Prices and Enquiries

Guaranteed to run even with a single delegate!
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.
Private Remote
From £2200
Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet. More Information

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 Private Remote
1 £2200
2 £1550
3 £1333
4 £1225
Public Classroom
From £2500
(106)
Public Classroom
Participants from multiple organisations. Topics usually cannot be customised

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
1 £2500
2 £1725
3 £1467
4 £1338
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Related Courses

Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
LiverpoolThu, 2018-02-01 09:30£2200 / £2900
BrightonWed, 2018-02-07 09:30£2200 / £2600
York - Priory Street Centre Wed, 2018-02-07 09:30£2200 / £2500
CardiffThu, 2018-02-08 09:30£2200 / £2800
Leicester - St. Georges HouseThu, 2018-02-08 09:30£2200 / £2700

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