Deploy Models with SageMaker
============================
Examples on how to host models for predictions, inference, and transformations with SageMaker.


Batch transform
===============

.. toctree::
   :maxdepth: 1

   ../sagemaker_batch_transform/index


Bring your own container
========================

.. toctree::
   :maxdepth: 1

   bring_your_own_container


Data types
==========

.. toctree::
   :maxdepth: 1

   data_types


Model Compilation with Neo
==========================

.. toctree::
   :maxdepth: 1

   ../sagemaker_neo_compilation_jobs/index


Model deployment
================

.. toctree::
   :maxdepth: 1

   ../introduction_to_amazon_algorithms/xgboost_abalone/xgboost_inferenece_script_mode
   ../advanced_functionality/tensorflow_iris_byom/tensorflow_BYOM_iris
   ../advanced_functionality/kmeans_bring_your_own_model/kmeans_bring_your_own_model
   ../advanced_functionality/xgboost_bring_your_own_model/xgboost_bring_your_own_model


Elastic inference
-----------------

.. toctree::
   :maxdepth: 1

   ../sagemaker-python-sdk/mxnet_mnist/mxnet_mnist_elastic_inference
   ../sagemaker-python-sdk/mxnet_mnist/mxnet_mnist_elastic_inference_local
   ../sagemaker-python-sdk/mxnet_onnx_eia/mxnet_onnx_eia


Inference-Recommender
----------------------

.. toctree::
   :maxdepth: 1

   ../sagemaker-inference-recommender/inference-recommender
   ../sagemaker-inference-recommender/xgboost/xgboost-inference-recommender
   ../sagemaker-inference-recommender/sklearn-inference-recommender/sklearn-inference-recommender
   ../sagemaker-inference-recommender/tensorflow-cloudwatch/tf-cloudwatch-inference-recommender
   ../sagemaker-inference-recommender/huggingface-inference-recommender/huggingface-inference-recommender

Endpoints
---------

.. toctree::
   :maxdepth: 1

   endpoints


Model monitor
=============

.. toctree::
   :maxdepth: 1

   ../sagemaker_model_monitor/index


Multi-Model Deployment
======================

.. toctree::
   :maxdepth: 1

   ../advanced_functionality/multi_model_sklearn_home_value/sklearn_multi_model_endpoint_home_value


Nvidia Triton Inference
=======================

.. toctree::
   :maxdepth: 1

   ../sagemaker-triton/resnet50/triton_resnet50
   ../sagemaker-triton/nlp_bert/triton_nlp_bert