This video introduces the clearML agent. A remote worker that will allow you to run tasks remotely and start automating certain workflows. We will cover what it is, what it does and how to set one up.

💻 Get a server:

Get started by using our free tier servers: https://app.clear.ml
OR by hosting you own: https://github.com/allegroai/clearml-server

📄 Documentation on Fundamentals:

Get Started: https://clear.ml/docs/latest/docs/getting_started/ds/ds_first_steps
Pip Package / ClearML SDK: https://clear.ml/docs/latest/docs/clearml_sdk
ClearML Data: https://clear.ml/docs/latest/docs/clearml_data/clearml_data
ClearML Agent: https://clear.ml/docs/latest/docs/clearml_agent
Supported libraries for automagical integration: https://clear.ml/docs/latest/docs/integrations/libraries

✨ Follow us and star us!

Github page: https://github.com/allegroai/clearml
Twitter: https://twitter.com/clearmlapp
Slack Channel: https://join.slack.com/t/allegroai-trains/shared_invite/zt-c0t13pty-aVUZZW1TSSSg2vyIGVPBhg
LinkedIn: https://www.linkedin.com/company/clearml

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Cube icons created by Freepik - Flaticon (https://www.flaticon.com/free-icons/cube)
Music from Youtube Audio Library: https://www.youtube.com/watch

Chapters:

0:00 Intro

0:14 The bigger picture

0:37 Installing the agent

1:13 How it works: pip and docker

2:25 Starting the agent

2:39 Enqueuing a task

3:23 Workers UI

3:46 Queues UI

4:05 Autoscaling

4:30 Outro

4:52 Jazz