diff --git a/openmetadata-ui/src/main/resources/ui/public/locales/en-US/Mlmodel/CustomMlModel.md b/openmetadata-ui/src/main/resources/ui/public/locales/en-US/MlModel/CustomMlModel.md
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rename from openmetadata-ui/src/main/resources/ui/public/locales/en-US/Mlmodel/CustomMlModel.md
rename to openmetadata-ui/src/main/resources/ui/public/locales/en-US/MlModel/CustomMlModel.md
diff --git a/openmetadata-ui/src/main/resources/ui/public/locales/en-US/Mlmodel/Mlflow.md b/openmetadata-ui/src/main/resources/ui/public/locales/en-US/MlModel/Mlflow.md
similarity index 85%
rename from openmetadata-ui/src/main/resources/ui/public/locales/en-US/Mlmodel/Mlflow.md
rename to openmetadata-ui/src/main/resources/ui/public/locales/en-US/MlModel/Mlflow.md
index 6178499c05f..baef1557f58 100644
--- a/openmetadata-ui/src/main/resources/ui/public/locales/en-US/Mlmodel/Mlflow.md
+++ b/openmetadata-ui/src/main/resources/ui/public/locales/en-US/MlModel/Mlflow.md
@@ -4,7 +4,7 @@ In this section, we provide guides and references to use the MLflow connector. Y
 
 ## Requirements
 To extract metadata, OpenMetadata needs two elements:
-- **Tracking URI**: Address of local or remote tracking server. More information on the MLFlow documentation [here](https://www.mlflow.org/docs/latest/tracking.html#where-runs-are-recorded)
+- **Tracking URI**: Address of local or remote tracking server. More information can be found in the MLFlow documentation [here](https://www.mlflow.org/docs/latest/tracking.html#where-runs-are-recorded)
 - **Registry URI**: Address of local or remote model registry server.
 
 You can find further information on the MLflow connector in the [docs](https://docs.open-metadata.org/connectors/ml-model/mlflow).
diff --git a/openmetadata-ui/src/main/resources/ui/public/locales/en-US/Mlmodel/SageMaker.md b/openmetadata-ui/src/main/resources/ui/public/locales/en-US/MlModel/SageMaker.md
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rename from openmetadata-ui/src/main/resources/ui/public/locales/en-US/Mlmodel/SageMaker.md
rename to openmetadata-ui/src/main/resources/ui/public/locales/en-US/MlModel/SageMaker.md
diff --git a/openmetadata-ui/src/main/resources/ui/public/locales/en-US/Mlmodel/workflows/metadata.md b/openmetadata-ui/src/main/resources/ui/public/locales/en-US/MlModel/workflows/metadata.md
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rename from openmetadata-ui/src/main/resources/ui/public/locales/en-US/Mlmodel/workflows/metadata.md
rename to openmetadata-ui/src/main/resources/ui/public/locales/en-US/MlModel/workflows/metadata.md