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All LessonsFree Lessons (5)

Detecting Anomalies

Introduction What are Anomalies?Understanding Z-score Optimizing Z-score Quiz 1

Analyzing A Server Log

Getting a Sense of the Data Preparing the Data Identifying Anomalies Quiz 2

Backtesting

Finding Past Anomalies

Adding Thresholds

Eliminating Repeating Alerts

Experiment with Different Values

Improving Accuracy

Weighted Mean Median Other Methods Conclusion Quiz 4

Simple Anomaly Detection using SQL/

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Quiz 3

Quiz 3

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Technical Quiz

1.

Is the following statement true or false:

“Backtesting can be used to identify past anomalies”

A.

True

B.

False

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