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numfocus / YouTubeVideoTimestamps

Adding timestamps to NumFOCUS and PyData YouTube videos!
https://www.youtube.com/c/PyDataTV
MIT License
82 stars 19 forks source link

Jan van der Vegt: A walk through the isolation forest | PyData Amsterdam 2019 #104

Open Eghizio opened 2 years ago

Eghizio commented 2 years ago

Jan van der Vegt: A walk through the isolation forest | PyData Amsterdam 2019

YouTube Link

Contents

00:00 - Intro 00:10 - Overview 01:05 - Introduction 01:50 - Anomaly detection 04:20 - Trees 05:42 - Forest 07:20 - Isolation tree 10:24 - Isolation forest 14:25 - Categorical values 19:10 - Missing values 22:36 - Conclusion 23:40 - Demo GitHub repository link