Small edits

docs/clearml_data/clearml_data_sdk.md

@@ -246,7 +246,7 @@ dataset.get_logger().report_table(
     title="Raw Dataset Metadata", series="Raw Dataset Metadata", csv="path/to/csv"
 )
 
-# Attach a historgram to the table
+# Attach a histogram to the table
 dataset.get_logger().report_histogram(
     title="Class distribution",
     series="Class distribution",
@@ -261,7 +261,7 @@ dataset.get_logger().report_histogram(
 
 To upload the dataset files to network storage, use [`Dataset.upload()`](../references/sdk/dataset.md#upload). 
 
-Use the `output_url` parameter to specify storage target, such as S3 / GS / Azure. For example:
+Use the `output_url` parameter to specify a storage target, such as S3 / GS / Azure. For example:
 * A shared folder: `/mnt/share/folder`
 * S3: `s3://bucket/folder`
 * Non-AWS S3-like services (such as MinIO): `s3://host_addr:port/bucket`. **Note that port specification is required**. 

docs/clearml_data/data_management_examples/data_man_simple.md

@@ -30,7 +30,7 @@ the needed files.
     ```
 
 1. Add a folder. File addition is recursive, so it's enough to point at the folder 
-to captures all files and subfolders:
+to capture all files and subfolders:
    
    ```bash
    clearml-data add --files data_samples

docs/fundamentals/models.md

@@ -58,7 +58,7 @@ ClearML provides flexibility for explicitly connecting input models and experime
 
 ## WebApp Interface
 
-In the ClearML's web UI, model information can be located through a project's Model Table or through the model's creating 
+In the ClearML web UI, model information can be located through a project's Model Table or through the model's creating 
 task.
 
 Models associated with a task appear in the task's **ARTIFACTS** tab. To see further model details, including design, 

docs/guides/reporting/hyper_parameters.md

@@ -48,7 +48,7 @@ flags.DEFINE_string('echo5', '5', 'Text to echo.', module_name='test')
 
 ```    
 
-TensorFlow Definitions appear in **HYPEPARAMETERS** **>** **TF_DEFINE**.
+TensorFlow Definitions appear in **HYPERPARAMETERS** **>** **TF_DEFINE**.
 
 ![image](../../img/examples_reporting_hyper_param_03.png)
 

docs/hyperdatasets/dataviews.md

@@ -380,7 +380,7 @@ list_of_frames = myDataView.to_list()
 ##### Frame Query for Time Interval
 
 This example demonstrates a frame query filtering for frames containing the meta key `updated` with any value between 
-`08:000` and `09:00` on October 20th, 2024: 
+`08:00` and `09:00` on October 20th, 2024: 
 
 ```python
 # Add a frame query for frames with the meta key's value between 08:00:00 and 09:00:00 on 2024-10-20

docs/model_registry.md

@@ -138,7 +138,7 @@ output_model.update_weights(weights_filename='models/model.pth')
 ```
 
 ## Analyzing Models 
-While experimenting, you build up your model catalog. In the ClearML's web UI, model information can be located through 
+While experimenting, you build up your model catalog. In the ClearML web UI, model information can be located through 
 a project's Model Table or through the model's associated task.
 
 Models associated with a task appear in the task's **ARTIFACTS** tab. To see further model details, including design, 

docs/release_notes/clearml_server/open_source/ver_0_10.md

@@ -15,7 +15,7 @@ title: Version 0.10
 
 * Replace the Python web-server with NGINX.
 
-* Improve sub-domain support ([GitHub trains-server Issue 9](https://github.com/clearml/clearml-server/issues/9)).
+* Improve subdomain support ([GitHub trains-server Issue 9](https://github.com/clearml/clearml-server/issues/9)).
 
 * Extend configuration options
     

docs/release_notes/sdk/open_source/ver_0_10.md

@@ -68,7 +68,7 @@ title: Version 0.10
 * Add scikit-learn support (load/store using joblib) ([GitHub Issue #20](https://github.com/clearml/clearml/issues/20)).
 * Add xgboost support ([GitHub Issue #10](https://github.com/clearml/clearml/issues/10)).
 * Add loguru support ([GitHub Issue #29](https://github.com/clearml/clearml/issues/29)).
-* Add sub-domain support [trains.conf](https://github.com/clearml/clearml/blob/master/docs/trains.conf#L3) ([GitHub Issue #27](https://github.com/clearml/clearml/issues/27)).
+* Add subdomain support [trains.conf](https://github.com/clearml/clearml/blob/master/docs/trains.conf#L3) ([GitHub Issue #27](https://github.com/clearml/clearml/issues/27)).
 * Fix sub-process support.
 * Fix multiple TensorBoard writers ([GitHub Issue #26](https://github.com/clearml/clearml/issues/26)).