Creation of Sentiment Analysis Notebook with distributed training and inference, debugger, and batch transform (aws#4455)

* Sentiment analysis distributed debugger notebook

Created a new notebook, adapted and referencing two Hugging Face examples, that extends a sentiment classifier whilst using Amazon SageMaker Distributed Training, and SageMaker Debugger.

* Update index.rst

With Distributed Sentiment Classification with Debugging

* Grammar and formatting updates

* Grammar improvement

* Update huggingface_sentiment_parallel_batch.ipynb

Updated S3 prefix

* Cleared outputs

Author: samsanders23

advanced_functionality/index.rst

@@ -38,6 +38,14 @@ Multi-Model Endpoints
    multi_model_pytorch/pytorch_multi_model_endpoint
    multi_model_catboost/multi_model_catboost
 
+Distributed Sentiment Classification with Debugging
+--------------------------------
+
+.. toctree::
+   :maxdepth: 1
+
+   sentiment_parallel_batch/huggingface_sentiment_parallel_batch
+
 Prebuilt Deep Learning Containers
 --------------------------------