added documentaion

Author: KshitizLohia

notebook_examples/README.md

@@ -12,7 +12,7 @@ The ADS SDK can be downloaded from [PyPi](https://pypi.org/project/oracle-ads/),
 
 
 ## Topics
-<img src="https://img.shields.io/badge/deploy model-8-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/register model-7-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/train model-7-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/automlx-5-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/data flow-4-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/pyspark-4-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/bds-3-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/oracle open data-3-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/scikit learn-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/big data service-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/nlp-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/autonomous database-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/language services-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/string manipulation-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/regex-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/regular expression-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/natural language processing-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/NLP-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/part of speech tagging-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/named entity recognition-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/sentiment analysis-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/custom plugins-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/data catalog metastore-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/xgboost-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/text classification-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/classification-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/regression-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/intel-1-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/intel extension-1-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/scikit learn-1-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> 
+<img src="https://img.shields.io/badge/deploy model-8-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/register model-7-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/train model-7-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/automlx-5-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/data flow-4-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/pyspark-4-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/bds-3-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/oracle open data-3-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/scikit learn-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/big data service-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/nlp-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/autonomous database-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/language services-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/string manipulation-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/regex-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/regular expression-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/natural language processing-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/NLP-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/part of speech tagging-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/named entity recognition-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/sentiment analysis-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/custom plugins-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/data catalog metastore-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/xgboost-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/text classification-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/classification-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/regression-2-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/intel-1-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/intel extension-1-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/scikit learn-1-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> <img src="https://img.shields.io/badge/feature%20store-9-brightgreen?style=for-the-badge&logo=pypi&logoColor=white"> 
 
 ## Contents
  - [Audi Autonomous Driving Dataset Repository](#audi-autonomous_driving-oracle_open_data.ipynb)
@@ -56,6 +56,15 @@ The ADS SDK can be downloaded from [PyPi](https://pypi.org/project/oracle-ads/),
  - [Visualizing Data](#visualizing_data-exploring_data.ipynb)
  - [Working with Pipelines](#pipelines-ml_lifecycle.ipynb)
  - [XGBoost with RAPIDS](#xgboost-with-rapids.ipynb)
+ - [Medical data using feature store](#feature_store_ehr_data.ipynb)
+ - [Storage of hugging face embeddings using feature store](#feature_store_embeddings.ipynb)
+ - [Storage of open ai embeddings using feature store](#feature_store_embeddings_openai.ipynb)
+ - [Synthetic data generation using feature store](#feature_store_medical_synthetic_data_openai.ipynb)
+ - [PII redaction using feature store](#feature_store_pii_redaction_and_transformation.ipynb)
+ - [Querying operations using feature store](#feature_store_querying.ipynb)
+ - [Quickstart for feature store](#feature_store_quickstart.ipynb)
+ - [Schema evolution and schema enforcement using feature store](#feature_store_schema_evolution.ipynb)
+ - [Big data operations using feature store](#/feature_store_spark_magic.ipynb)
 
 
 ## Notebooks