CCPS 521 - Introduction to Data Science
14483874
Delivery Options
online
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Course Description
This course is an introduction to different aspects of data science. The focus is on data collection and management and then applying data analytics, statistical and machine learning models on the collected data. The topics of the course include big data, data models, distributed computing, regression and statistical analysis, neural networks, support vector machines, scalable machine learning models, basics of natural language processing, recommendation systems, and analyzing social graphs. All these topics will be discussed at the introductory level.Notes
On-campus exam requirement: Beginning Winter 2023, your final exam will be written in person at the Toronto Metropolitan University campus. If you live more than 100 km from the TMU campus, you may arrange to write your exam off-campus using an approved off-campus invigilation service. Details on your exam date and how to arrange off-campus invigilation can be found on the Exams for Online Courses webpage.Requisites
Prerequisite: CCPS209 and CMTH380 or CPS209 and MTH380
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Course Sections