Using Python UDF's and Snowflake's Snowpark to build and deploy Machine Learning Models, Part 1

This guide will show you how to use Snowflake's Snowpark with Python UDF's, to leverage Snowflake's compute power to run Machine Learning models using Python. This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license. This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given. Let's split the Digits data into training and test and save them as separate tables in Snowflake. If you have a few variable transformations to do before modeling, you can implement them using a pipeline and they will be packaged up along with the model in the udf.