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UID:pretalx-pyconde-pydata-2024-ZKYA9W@pretalx.com
DTSTART;TZID=CET:20240422T153500
DTEND;TZID=CET:20240422T160500
DESCRIPTION:Change-point detection is a crucial processing step when dealin
 g with long and non-stationary time series. It has been applied in many co
 ntexts\, such as human activity recognition\, speech/sound processing and 
 industrial monitoring. This talk guides data scientists\, engineers and re
 searchers through the mathematical foundations of this subject\, introduce
 s the [ruptures](https://github.com/deepcharles/ruptures) Python package f
 or change-point detection\, and illustrates algorithms in a biomedical con
 text. By the end\, the audience will be able to integrate them into comple
 x data pipelines.
DTSTAMP:20260618T114302Z
LOCATION:B05-B06
SUMMARY:Everything you need to know about change-point detection - Charles 
 Truong
URL:https://pretalx.com/pyconde-pydata-2024/talk/ZKYA9W/
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