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Simple Anomaly Detection using SQL

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1.Detecting Anomalies

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

2.Analyzing A Server Log

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

3.Backtesting

Finding Past Anomalies Adding Thresholds Eliminating Repeating Alerts Experiment with Different Values Quiz 3

4.Improving Accuracy

Weighted Mean Median Other Methods Conclusion Quiz 4

Simple Anomaly Detection using SQL

Quiz 1

We'll cover the following...

Technical Quiz

1.

What is the mean of the following series?

1, 2, 3, 4, 10

A.

3

B.

5

C.

4

D.

6

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