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Data Mining CSC 5345: Home

This course introduces basic concepts, tasks, methods, and techniques in data mining. The emphasis is on various data mining problems and their solutions.

Vocabulary list

Please use the vocabulary list below to search the library catalog, through the keyword function, to identify materials relevant to this course.

  • Data mining
  • Accuracy
  • Activation function
  • Data format
  • Genetic algorithms

 

Introduction

This course will be an introduction to data mining. Topics will range from statistics to machine learning to database, with a focus on analysis of large data sets. Expect at least one project involving real data, that you will be the first to apply data mining techniques to.

Library of Congress Classes and Subclasses

Please use the call number below to search the library catalog, through the Call Number function, to browse the library collection listing materials relevant to this course.

CLASS Q - SCIENCE

Subclass QA

QA1-939                                 Mathematics

QA1-43                                        General

QA47-59                                       Tables

QA71-90                                       Instruments and machines

QA75-76.95                                        Calculating machines

QA75.5-76.95                                     Electronic computers.  Computer science

QA76.75-76.765                                       Computer software

QA101-(145)                                 Elementary mathematics.  Arithmetic

QA150-272.5                                Algebra

QA273-280                                   Probabilities.  Mathematical statistics

QA299.6-433                                Analysis

QA440-699                                   Geometry.  Trigonometry.  Topology

QA801-939                   Analytic mechanics

Subject Guide