ClearML/clearml-docs
1
0
Fork 0
mirror of https://github.com/clearml/clearml-docs synced 2025-06-26 18:17:44 +00:00
Code Issues Actions Packages Projects Releases Wiki Activity

rever changes to main

Browse Source
This commit is contained in:
revital
2025-02-23 13:57:07 +02:00
parent 5658ce1cf2
commit 689f2caee5
1 changed files with 53 additions and 3 deletions
Download Patch File Download Diff File Expand all files Collapse all files

56
docs/getting_started/main.md
View File

@@ -54,18 +54,64 @@ training, and deploying models at every scale on any AI infrastructure.
</div>
### Read a Little More
<div class="max-w-75 align-center">
![Architecture diagram](../img/clearml_architecture.png)
</div>
Want a more in depth introduction to ClearML? Choose where you want to get started:
<div class="cml-card">
<ol>
<li>
<i>
<img src="/docs/latest/icons/ico-data-scientist.svg" alt="Data scientist logo" />
</i>
<h4>Data Scientists</h4>
<p>Learn how to use ClearML's experiment tracking and management tools, and more!</p>
<span class="btn-link">
<a href="getting_started/ds/ds_first_steps">START HERE</a>
</span>
</li>
<li>
<i>
<img src="/docs/latest/icons/ico-mlops-engineer.svg" alt="MLOps engineer logo" />
</i>
<h4>MLOps and LLMOps Engineers</h4>
<p>Learn how to use ClearML's automation, orchestration, and tracking tools</p>
<span class="btn-link">
<a href="getting_started/mlops/mlops_first_steps">START HERE</a>
</span>
</li>
<li>
<i>
<img src="/docs/latest/icons/ico-devops-engineer.svg" alt="DevOps Engineer logo" />
</i>
<h4>DevOps Engineers</h4>
<p>Learn how to deploy and configure a ClearML Server</p>
<span class="btn-link">
<a href="./deploying_clearml/clearml_server#deployment">START HERE</a>
</span>
</li>
</ol>
</div>
## What Can You Do with ClearML?
- [Track and upload](../fundamentals/task.md) metrics and models with only 2 lines of code
- [Reproduce](../webapp/webapp_exp_reproducing.md) tasks with 3 mouse clicks or 3 lines of code
- [Reproduce](../webapp/webapp_exp_reproducing.md) tasks with 3 mouse clicks
- [Create bots](../guides/services/slack_alerts.md) that send you Slack messages based on task 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 tasks 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
[AWS Autoscaler](../webapp/applications/apps_aws_autoscaler.md) and [GCP Autoscaler](../webapp/applications/apps_gcp_autoscaler.md)
GUI applications
[AWS Autoscaler](../webapp/applications/apps_aws_autoscaler.md) and [GCP Autoscaler](../webapp/applications/apps_gcp_autoscaler.md)
GUI applications
- Run [hyperparameter optimization](../hpo.md)
- Build [pipelines](../pipelines/pipelines.md) from code
- Much more!
@@ -73,3 +119,7 @@ alert you whenever your model improves in accuracy)
![Webapp gif](../img/gif/webapp_screenshots.gif#light-mode-only)
![Webapp gif](../img/gif/webapp_screenshots_dark.gif#dark-mode-only)
## Who We Are
ClearML is supported by you :heart: and the [clear.ml](https://clear.ml) team, which helps enterprise companies build scalable MLOps/LLMOps.
Join the ClearML community! Your contributions, questions, and input are always welcome. For more information, see [Community Resources](../community.md).