Isolation Forest Unveiling Anomalies

In this video, we delve into the fascinating world of anomaly detection with the Isolation Forest algorithm. Join us as we break down how this algorithm works to identify anomalies in data by isolating instances in random partitions. Whether you're a data science enthusiast or a beginner looking to expand your knowledge, this video is perfect for you!

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OUTLINE:

00:00:00 Introduction to Isolation Forest Algorithm
00:00:11 The Forest Analogy
00:00:37 Working of Isolation Forest Algorithm
00:01:59 Naming and Magic of Isolation Forest
00:02:19 Key Points of Isolation Forest Algorithm