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pollfly
2024-02-06 16:06:43 +02:00
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docs/getting_started/ds/best_practices.md
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@@ -3,8 +3,8 @@ title: Best Practices
---
This section talks about what made us design ClearML the way we did and how it reflects on AI workflows.
While ClearML was designed to fit into any workflow, we do feel that working as we describe below brings a lot of advantages from organizing one's workflow
and furthermore, preparing it to scale in the long term.
While ClearML was designed to fit into any workflow, the practices described below brings a lot of advantages from organizing one's workflow
to preparing it to scale in the long term.
:::important
The below is only our opinion. ClearML was designed to fit into any workflow whether it conforms to our way or not!
@@ -22,7 +22,7 @@ During early stages of model development, while code is still being modified hea
the model and ensure that you choose a model that makes sense, and the training procedure works. Can be used to provide initial models for testing.
The abovementioned setups might be folded into each other and that's great! If you have a GPU machine for each researcher, that's awesome!
The goal of this phase is to get a code, dataset, and environment setup, so you can start digging to find the best model!
The goal of this phase is to get a code, dataset, and environment set up, so you can start digging to find the best model!
- [ClearML SDK](../../clearml_sdk/clearml_sdk.md) should be integrated into your code (check out [Getting Started](ds_first_steps.md)).
This helps visualizing the results and tracking progress.

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docs/getting_started/ds/ds_first_steps.md
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@@ -133,6 +133,6 @@ Sit back, relax, and watch your models converge :) or continue to see what else
## YouTube Playlist
Or watch the Getting Started Playlist on ClearML's YouTube Channel!
Or watch the **Getting Started** playlist on ClearML's YouTube Channel!
[![Watch the video](https://img.youtube.com/vi/bjWwZAzDxTY/hqdefault.jpg)](https://www.youtube.com/watch?v=bjWwZAzDxTY&list=PLMdIlCuMqSTnoC45ME5_JnsJX0zWqDdlO&index=2)