What are the types of anomaly detection?

What are the different types of anomaly detection methods?

There are several types of anomaly detection methods, including statistical, machine learning, and deep learning approaches.

Can you explain the statistical methods?

Statistical methods involve using probability distributions to identify anomalies, such as Z-score and Grubbs' test.

What about machine learning methods?

Machine learning methods include supervised techniques like classification and unsupervised techniques like clustering.

Are there any specific algorithms I should know about?

Yes, popular algorithms include Isolation Forest, One-Class SVM, and Autoencoders for deep learning.