UMass Boston

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Enterprise Data Mining & Predictive Analytics

Course Overview

Date / Time Location Credits Minimium Tuition*
-
TBA		 Online 3 $2421 (guest students)
Date
-
Time
TBA
Location
Online
Credits
3
Min. Tuition*
$2421 (guest students)

Description

This course provides an introduction to data mining by exposing the theory behind the analytical concepts. It discusses data mining techniques and their use in strategic business decision making. This is a hands-on course that provides an understanding of the key methods of data visualization, exploration, association, classification, prediction, time series forecasting, clustering, induction techniques, neural networks, and others. During the semester-long course, students work in teams on solving a business problem of their choice, using data mining tools and applying them to data (e.g., SPSS modeler). Data Mining provides a solution to organizations requests for emerging operational patterns that may add value to their business. The course includes the development of concepts used for building frameworks needed in analyzing useful patterns in databases through the application of practical methods.

Prerequisites

pre-reqs: MBAMS 640 AND College of Management graduate

This course is closed for registration.

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Course Details

Session

Special Program 1

Class Dates

-

Location

Online

Enrolled / Capacity

16 / 30

Status

Closed

Instructor

Peng Xu

Tuition*

$2421 (guest students)

* The tuition estimate is based on minimum, single-course cost to a new student who is a Massachusetts resident and not enrolled in a multi-course program. State residency, online/in person modality, and matriculation to a degree program may affect cost.

Tuition Details