AIMD GPDS Courses - Old 13.3 Statistical-based Methods

AIMD GPDS Courses

Data Science Basic ❯ Lessons ❯ Anomaly Detection ❯ Statistical-based Methods

Statistical-based Methods

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Lesson 13

13.0 Intro to Anomaly Detection

13.1 Nearest Neighbor-based

13.2 Clustering-based Methods

❯ 13.3 Statistical-based Methods

13.4 Model-based Methods

13. 4 Implementation

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See also the following links:

▎ENGLISH

Anomaly Detection Histogram-based Outlier Score
▸ https://nandhini-aitec.medium.com/day-22-anomaly-detection-histogram-based-outlier-score-pyod-pycaret-85c485bc0a3

Histogram-based Outlier Score
▸ http://unsupervisedpapers.com/method/histogram-based-outlier-score/

▎日本語

ヒストグラムベースの異常検知アルゴリズムHBOSとは何か
▸ https://www.scutum.jp/information/waf_tech_blog/2018/03/waf-blog-055.html

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