fPhoto by Markus Spiske on Unsplash

A DevOps tutorial to setup intelligent machine learning driven alerts

Last November at InfluxDays San Francisco, I was lucky enough to spend time with many InfluxData team experts. One of them was Nathaniel Cook, the lead developer of Kapacitor, who gave me some TICK script writing tips. Now, I’d like to share them with you.

Sébastien Léger
Dec 5, 2018 · 6 min read
Hello, world! Running the TICK-L stack

Part one: Basic setup. Run all five Docker containers in less than five minutes

docker-compose up

Part two: Train a time series model using Loud ML

Part three: Write a TICKscript to trigger intelligent notifications

Data pipeline

Part four: Watch it all in action when the ML task detects abnormal data

Using default settings, predicted data is written to the database and displayed as an overlay (blue shadow) alongside the actual time series data.

What we’ve learned

What’s next: AI driven automation!

Loud ML

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Thanks to Wendy Hollands.

Sébastien Léger

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Sébastien is passionate about artificial intelligence, which inspired him to build Loud ML — software that enables engineers to implement AI-driven applications

Loud ML

Loud ML

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