Knowledge Discover in Databases (KDD) Training Course

Course CodeCourse Code

kdd

Duration Duration

21 hours (usually 3 days including breaks)

Requirements Requirements

An general understanding of databases

Overview Overview

Knowledge discovery in databases (KDD) is the process of discovering useful knowledge from a collection of data. Real-life applications for this data mining technique include marketing, fraud detection, telecommunication and manufacturing.

In this course, we introduce the processes involved in KDD and carry out a series of exercises to practice the implementation of those processes.

Audience
    Data analysts or anyone interested in learning how to interpret data to solve problems

Format of the course
    After a theoretical discussion of KDD, the instructor will present real-life cases which call for the application of KDD to solve a problem. Participants will prepare, select and cleanse sample data sets and use their prior knowledge about the data to propose solutions based on the results of their observations.

Course OutlineCourse Outline

Introduction
    KDD vs data mining

Establishing the application domain

Establishing relevant prior knowledge

Understanding the goal of the investigation

Creating a target data set

Data cleaning and preprocessing

Data reduction and projection

Choosing the data mining task

Choosing the data mining algorithms

Interpreting the mined patterns

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 £3300
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 £3300
2 £2325
3 £2000
4 £1838
Public Classroom
From £3750
(98)
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 £3750
2 £2575
3 £2183
4 £1988
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Related Courses

Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
NewcastleMon, 2018-02-05 09:30£3300 / £3900
SouthamptonMon, 2018-02-05 09:30£3300 / £4050
LiverpoolTue, 2018-02-06 09:30£3300 / £4350
Belfast City CentreTue, 2018-02-06 09:30£3300 / £4050
York - Priory Street Centre Mon, 2018-02-12 09:30£3300 / £3750

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