Table of Contents

• About the Project
• Dataflow Diagram
• Outliers visualization
• Anomaly detection approach

About the project

This project is built to demonstrate Google Cloud Platform ETL capabilities, creating machine learning models to detect anomalies and visualizing obtained results.

Dataflow diagram

Outliers visualization

Anomaly Detection approach

Anomalies are detected using K-Means clustering algorithm implemented on BigQuery ML service. Details could be found there: BigQuery k-means tutorial