INTERACTIVE COURSE

Simple Anomaly Detection using SQL

Beginner

19 Lessons

Certificate of Completion

18 Playgrounds

17 Illustrations

Course Overview

Learn how to identify anomalies in your data using SQL. Understand how to apply mathematical concepts such as mean, standard deviation, and z-score to detect when an anomaly occurred in your data and how to investigate past data to improve and refine the model.

Course Content

Detecting Anomalies

5 Lessons

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

Analyzing A Server Log

4 Lessons

Getting a Sense of the Data Preparing the Data Identifying Anomalies

Quiz 2

Backtesting

5 Lessons

Improving Accuracy

5 Lessons

COURSE AUTHOR

How You'll Learn

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