documentation: more minor edits

Raghav Dhall · Raghav Dhall · commit 964920175044 · 2022-08-16T13:31:32.000Z
diff --git a/doc/algorithms/tabular/catboost.rst b/doc/algorithms/tabular/catboost.rst
@@ -25,7 +25,7 @@ The following table outlines a variety of sample notebooks that address differen
    * - Notebook Title
      - Description
    * - `Tabular classification with Amazon SageMaker LightGBM and CatBoost algorithm <https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/lightgbm_catboost_tabular/Amazon_Tabular_Classification_LightGBM_CatBoost.ipynb>`__
-     - This notebook demonstrates the use of the Amazon SageMaker CatBoost algorithm to train and host a tabular classification model. 
+     - This notebook demonstrates the use of the Amazon SageMaker CatBoost algorithm to train and host a tabular classification model.
    * - `Tabular regression with Amazon SageMaker LightGBM and CatBoost algorithm <https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/lightgbm_catboost_tabular/Amazon_Tabular_Regression_LightGBM_CatBoost.ipynb>`__
      - This notebook demonstrates the use of the Amazon SageMaker CatBoost algorithm to train and host a tabular regression model.
 
diff --git a/doc/algorithms/tabular/index.rst b/doc/algorithms/tabular/index.rst
@@ -15,4 +15,4 @@ Amazon SageMaker provides built-in algorithms that are tailored to the analysis
     linear_learner
     tabtransformer
     xgboost
-    object2vec
+    object2vec
diff --git a/doc/algorithms/text/index.rst b/doc/algorithms/text/index.rst
@@ -19,4 +19,4 @@ Amazon SageMaker provides algorithms that are tailored to the analysis of textua
     text_summarization_hugging_face
     text_generation_hugging_face
     machine_translation_hugging_face
-    text_embedding_tensorflow_mxnet
+    text_embedding_tensorflow_mxnet
diff --git a/doc/algorithms/vision/index.rst b/doc/algorithms/vision/index.rst
@@ -10,8 +10,8 @@ Amazon SageMaker provides image processing algorithms that are used for image cl
     image_classification_mxnet
     image_classification_pytorch
     image_classification_tensorflow
-    object_detection_mxnet_gluoncv  
-    object_detection_mxnet  
+    object_detection_mxnet_gluoncv
+    object_detection_mxnet
     object_detection_pytorch
     object_detection_tensorflow
     semantic_segmentation_mxnet_gluoncv
