Reflection

Write 500 words about how data mining is used for User Interface developer. 

Subject:  Intro to Data Mining

Course Description

The goal of the course is to introduce students to the current theories, practices, tools and techniques in data mining. Because many topics and concepts in data mining are learned most efficiently through hands-on work with data sets, we will spend time with software analyzing and mining data. The goal is to gain a better understanding of how data mining is applied and what is involved in data mining projects.

Course Objectives

Upon completion of this course:

Explain how businesses can gain competitive advantage through the mining of data, Describe when and how various data mining techniques should be applied, Describe and explain strategic recommendations based on data mining results. Explain the benefits and uses of data through data mining and machine learning lenses and tools

Learner Outcomes

Understand the principles of classification and regression techniques 

Know the principles of clusteringUnderstand the principles of the association rule

Understand the principles of spatial and temporal mining 

Understand how to interpret the output produced by classification methods

References:

Title: Introduction to Data Mining

ISBN: 9780133128901

Authors: Pang-Ning Tan, Michael Steinbach, Anuj Karpatne, Vipin Kumar

Publisher: Addison-Wesley

Publication Date: 2013-01-01

Edition: 2nd ED.