Anomaly detection in time series with Python Data Science with Marco













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http://youtube.com/watch?v=qy41dXGbAxY



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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