Anomaly detection in time series with Python | Data Science with Marco

Описание к видео Anomaly detection in time series with Python | Data Science with Marco

A hands-on lesson on detecting outliers in time series data using Python.

Full source code: https://github.com/marcopeix/youtube_...

Dataset can be found here: https://github.com/numenta/NAB/blob/m...

Labels can be found here: https://github.com/numenta/NAB/blob/m...

Chapters:
Introduction - 0:00
Get the data - 4:11
Robust Z-score method - 9:08
Robust Z-score method (code) - 13:12
Isolation forest - 20:48
Isolation forest (code) - 22:33
Local outlier factor - 27:16
Local outlier factor (code) - 31:21
Thank you - 34:01

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