# Databricks notebook source
# MAGIC %md ### README - Sklearn Wine Feature Engineering - Unity Catalog
# MAGIC
# MAGIC ##### Notebook
# MAGIC * [01_Sklearn_Wine_FS_Prep]($01_Sklearn_Wine_FS_Prep) - Run this notebook first once to create feature table.
# MAGIC * [02_Sklearn_Wine_FS_Details]($02_Sklearn_Wine_FS_Details) - Get details of feature table.
# MAGIC * [03_Sklearn_Wine_FS]($03_Sklearn_Wine_FS) - Standard Sklearn train and predict using feature store table.
# MAGIC * [Common]($Common) - Common shared code.
# MAGIC
# MAGIC ##### Documentation
# MAGIC * [Feature Store Python API Reference](https://docs.databricks.com/en/dev-tools/api/python/latest/index.html) - v0.3.6 - v0.16.3 - Databricks docs
# MAGIC * api-docs.databricks.com:
# MAGIC   * [Feature Store Python API PDF](https://docs.databricks.com/en/_extras/documents/feature-store-python-api-reference-0-16-3.pdf) - 0.16.3
# MAGIC   * [FeatureEngineeringClient](https://api-docs.databricks.com/python/feature-engineering/latest/feature_engineering.client.html) 
# MAGIC   * [Feature Store Python API](https://api-docs.databricks.com/python/feature-store/latest/index.html) - Deprecated since version 0.17.0
# MAGIC
# MAGIC
# MAGIC ##### Github
# MAGIC * https://github.com/amesar/mlflow-examples/tree/master/databricks/notebooks/basic/feature_store_uc
# MAGIC
# MAGIC Last updated: _2024-06-05_
