Data Analytics: Advanced Methods
Description
This course builds on the previous Basic Methods course and covers more advanced concepts including classification and clustering algorithms, decision trees, linear and logistic regression, time series analysis, and text analytics. The course will provide applied knowledge on how to analyze large scale network data produced through social media. In this context topics include network community detection, techniques for link analysis, information propagation on the web and information analysis of social media.
Note: Check with the institution regarding start/end dates, prices, and delivery method. These may vary according to program, section, and/or semester.
Related Programs
Overview
- Institution: Toronto Metropolitan University (Ryerson)
- Level: University
- Language: English
- Course Code: CMTH642
- Delivery Method: Entièrement en ligne/à distance