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Course Description

This course covers the major ideas and principles underlying current practices of data mining. It starts with what machine learning is, where it can be used and different kinds of knowledge representations that are involved. Then, the course spans advanced techniques of data mining, at the lowest and most detailed levels. Finally, the course is wrapped up by covering techniques of â??ensemble learning,â?? which combine the output from different learning techniques. On each topic, examples in Python are provided as lab materials.

Notes

The deadline to enroll in CIND 840 for Winter term is January 8, 2021.

Students will also not be allowed to swap between sections of the Data Analytics courses after January 8, 2021.

Course materials, video lectures and discussions are delivered and facilitated online within the D2L Learning Management System.

Throughout the semester, student questions related to course content may be answered either by the instructor on discussion board or by an online tutor via email.

Requisites

Prerequisites:  CMTH 642
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Course Sections

Class Number
6077
Type
LEC
Days
W
Time
6:30PM to 9:30PM
Dates
Jan 13, 2021 to Apr 21, 2021
Schedule
Contact Hours
3.0
Location
  • Online
Delivery Options
Online  
Fees
Domestic Fee non-credit $1,027.79 Click here to get more information
International Fee non-credit $0.00 Click here to get more information
Class Number
1364
Type
LEC
Days
Sa
Time
9:30AM to 3:30PM
Dates
May 01, 2021 to Jun 19, 2021
Schedule
Contact Hours
6.0
Location
  • Online
Delivery Options
Online  
Fees
Domestic Fee non-credit $1,027.79 Click here to get more information
International Fee non-credit $0.00 Click here to get more information