2021-05-13 23:48:51 +00:00
---
id: main
title: What is ClearML?
slug: /
---
ClearML is an open source platform that automates and simplifies developing and managing machine learning solutions
for thousands of data science teams all over the world.
2022-02-21 15:06:53 +00:00
It is designed as an end-to-end MLOps suite allowing you to focus on developing your ML code & automation,
2021-05-13 23:48:51 +00:00
while ClearML ensures your work is reproducible and scalable.
2021-10-21 09:40:05 +00:00
![Architecture diagram ](../img/clearml_architecture.png )
2021-08-25 13:47:06 +00:00
2021-09-09 10:17:46 +00:00
## What Can You Do with ClearML?
2021-05-13 23:48:51 +00:00
2022-11-21 12:54:55 +00:00
- [Track and upload ](../fundamentals/task.md ) metrics and models with only 2 lines of code
- [Reproduce ](../webapp/webapp_exp_reproducing.md ) experiments with 3 mouse clicks
- [Create bots ](../guides/services/slack_alerts.md ) that send you Slack messages based on experiment behavior (for example,
alert you whenever your model improves in accuracy)
- Manage your [data ](../clearml_data/clearml_data.md ) - store, track, and version control
- Remotely execute experiments on any compute resource you have available with [ClearML Agent ](../clearml_agent.md )
- Automatically scale cloud instances according to your resource needs with ClearML's [GPU Compute ](../webapp/applications/apps_gpu_compute.md ),
[AWS Autoscaler ](../webapp/applications/apps_aws_autoscaler.md ), and [GCP Autoscaler ](../webapp/applications/apps_gcp_autoscaler.md )
GUI applications
- Run [hyperparameter optimization ](../fundamentals/hpo.md )
- Build [pipelines ](../pipelines/pipelines.md ) from code
2021-12-02 17:53:37 +00:00
- Much more!
2021-05-13 23:48:51 +00:00
2022-02-21 15:06:53 +00:00
## Getting started on YouTube (Playlist)
We also have a video series that can get you started, if you're more of a video type of person :)
[![Watch the video ](https://img.youtube.com/vi/s3k9ntmQmD4/hqdefault.jpg )](https://www.youtube.com/watch?v=s3k9ntmQmD4& list=PLMdIlCuMqSTnoC45ME5_JnsJX0zWqDdlO& index=1)
2022-06-14 06:50:08 +00:00
## Who We Are
2022-11-07 10:21:41 +00:00
ClearML is supported by you :heart: and the [clear.ml ](https://clear.ml ) team, which helps enterprise companies build scalable MLOps.
2022-06-14 06:50:08 +00:00
2022-11-04 21:32:13 +00:00
Join the ClearML community! Your contributions, questions, and input are always welcome. For more information, see [Community Resources ](../community.md ).