Enlightening Data Science
Enlightening Data Science
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Timeseries Data Classification in Python with Symbolic Aggregate Approx. & Vector Space Modeling
This is a course on timeseries data classification. Timeseries data analysis using classification bag of words approach called symbolic aggregate approximation is discussed. What is timeseries data, timeseries data analysis types and characteristics of timeseries data are discussed. Classifying labels on timeseries data using SAX-VSM method is described and the algo implementation is shown in a jupyter notebook demo in the end.
Video Layout:
00:00:00 Introduction
00:48:00 Agenda
00:02:51 What is timeseries data
00:04:49 Timeseries data analysis
00:07:37 Timeseries data analysis types
00:09:45 Characteristics of timeseries data
00:12:39 Timeseries data classification
00:17:13 What is Shapelet trans...
Просмотров: 1 229

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