diff --git a/index.rst b/index.rst
index 1bcd401d9c..63cf0ba10f 100644
--- a/index.rst
+++ b/index.rst
@@ -125,6 +125,7 @@ More examples
     :caption: SageMaker Use Cases
 
     use-cases/index
+    use-cases/examples_by_problem_type
 
 
 .. toctree::
diff --git a/use-cases/examples_by_problem_type.rst b/use-cases/examples_by_problem_type.rst
new file mode 100644
index 0000000000..6efedf1130
--- /dev/null
+++ b/use-cases/examples_by_problem_type.rst
@@ -0,0 +1,152 @@
+SageMaker Algorithms with Pre-Trained Model Examples by Problem Type
+====================================================================
+
+The SageMaker Python SDK provides built-in algorithms with pre-trained models from popular open source model hubs, such as TensorFlow Hub, PyTorch Hub, and Hugging Face. Customers can deploy these pre-trained models as-is, or first fine-tune them on a custom dataset and then deploy to a SageMaker endpoint for inference.
+
+This section provides example notebooks for different ML problem types supported by SageMaker built-in algorithms. Please visit `Use Built-in Algorithms with Pre-trained Models in SageMaker Python SDK <https://sagemaker.readthedocs.io/en/stable/overview.html#use-built-in-algorithms-with-pre-trained-models-in-sagemaker-python-sdk>`_ for more documentation.
+
+.. list-table:: Example notebooks by problem type
+   :header-rows: 1
+
+   * - | Problem types
+     - | Supports
+       | inference
+       | with
+       | pre-trained
+       | models
+     - | Trainable
+       | on a
+       | custom
+       | dataset
+     - | Supported frameworks
+     - | Example notebooks
+   * - Image classification
+     - Yes
+     - Yes
+     - PyTorch, TensorFlow
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/jumpstart_image_classification/Amazon_JumpStart_Image_Classification
+   * - Object detection
+     - Yes
+     - Yes
+     - PyTorch, TensorFlow, MXNet
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/jumpstart_object_detection/Amazon_JumpStart_Object_Detection.ipynb
+   * - Semantic segmentation
+     - Yes
+     - Yes
+     - MXNet
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/jumpstart_semantic_segmentation/Amazon_JumpStart_Semantic_Segmentation.ipynb
+   * - Instance segmentation
+     - Yes
+     - Yes
+     - MXNet
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/jumpstart_instance_segmentation/Amazon_JumpStart_Instance_Segmentation.ipynb
+   * - Image embedding
+     - Yes
+     - No
+     - TensorFlow, MXNet
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/jumpstart_image_embedding/Amazon_JumpStart_Image_Embedding.ipynb
+   * - Text classification
+     - Yes
+     - Yes
+     - TensorFlow
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/jumpstart_text_classification/Amazon_JumpStart_Text_Classification.ipynb
+   * - Sentence pair classification
+     - Yes
+     - Yes
+     - TensorFlow, Hugging Face
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/jumpstart_sentence_pair_classification/Amazon_JumpStart_Sentence_Pair_Classification.ipynb
+   * - Question answering
+     - Yes
+     - Yes
+     - PyTorch
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/jumpstart_question_answering/Amazon_JumpStart_Question_Answering.ipynb
+   * - Named entity recognition
+     - Yes
+     - No
+     - Hugging Face
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/jumpstart_named_entity_recognition/Amazon_JumpStart_Named_Entity_Recognition.ipynb
+   * - Text summarization
+     - Yes
+     - No
+     - Hugging Face
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/jumpstart_text_summarization/Amazon_JumpStart_Text_Summarization.ipynb
+   * - Text generation
+     - Yes
+     - No
+     - Hugging Face
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/jumpstart_text_generation/Amazon_JumpStart_Text_Generation.ipynb
+   * - Machine translation
+     - Yes
+     - No
+     - Hugging Face
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/jumpstart_machine_translation/Amazon_JumpStart_Machine_Translation.ipynb
+   * - Text embedding
+     - Yes
+     - No
+     - TensorFlow, MXNet
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/jumpstart_text_embedding/Amazon_JumpStart_Text_Embedding.ipynb
+   * - Tabular classification
+     - Yes
+     - Yes
+     - | LightGBM, CatBoost, XGBoost,
+       | AutoGluon-Tabular,
+       | TabTransformer, Linear Learner
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/lightgbm_catboost_tabular/Amazon_Tabular_Classification_LightGBM_CatBoost.ipynb
+           ../introduction_to_amazon_algorithms/xgboost_linear_learner_tabular/Amazon_Tabular_Classification_XGBoost_LinearLearner.ipynb
+           ../introduction_to_amazon_algorithms/autogluon_tabular/Amazon_Tabular_Classification_AutoGluon.ipynb
+           ../introduction_to_amazon_algorithms/tabtransformer_tabular/Amazon_Tabular_Classification_TabTransformer.ipynb
+   * - Tabular regression
+     - Yes
+     - Yes
+     - | LightGBM, CatBoost, XGBoost,
+       | AutoGluon-Tabular,
+       | TabTransformer, Linear Learner
+     - .. toctree::
+           :maxdepth: 1
+
+           ../introduction_to_amazon_algorithms/lightgbm_catboost_tabular/Amazon_Tabular_Classification_LightGBM_CatBoost.ipynb
+           ../introduction_to_amazon_algorithms/xgboost_linear_learner_tabular/Amazon_Tabular_Classification_XGBoost_LinearLearner.ipynb
+           ../introduction_to_amazon_algorithms/autogluon_tabular/Amazon_Tabular_Classification_AutoGluon.ipynb
+           ../introduction_to_amazon_algorithms/tabtransformer_tabular/Amazon_Tabular_Classification_TabTransformer.ipynb