Azure AutoML NLP details added to README.md
Added details on how Azure Automated Machine Learning handles NLP tasks.
@@ -63,7 +63,7 @@ While solving NLP problems, it is always good to start with the prebuilt [Cognit
[Azure Machine Learning service](https://azure.microsoft.com/en-us/services/machine-learning-service/) is a cloud service used to train, deploy, automate, and manage machine learning models, all at the broad scale that the cloud provides. AzureML is presented in notebooks across different scenarios to enhance the efficiency of developing Natural Language systems at scale and for various AI model development related tasks like:
* [**Accessing Datastores**](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-access-data) to easily read and write your data in Azure storage services such as blob storage or file share.
* Scaling up and out on [**Azure Machine Learning Compute**](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-set-up-training-targets#amlcompute).
- * [**Automated Machine Learning**](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-configure-auto-train) which builds high quality machine learning models by automating model and hyperparameter selection.
+ * [**Automated Machine Learning**](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-configure-auto-train) which builds high quality machine learning models by automating model and hyperparameter selection. AutoML explores BERT, BiLSTM, bag-of-words, and word embeddings on the user's dataset to handle text columns.
* [**Tracking experiments and monitoring metrics**](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-track-experiments) to enhance the model creation process.
* [**Distributed Training**](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-train-ml-models#distributed-training-and-custom-docker-images)
* [**Hyperparameter tuning**](https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-tune-hyperparameters)
