Home - roachlong/example-ml-flow GitHub Wiki

Welcome to the example-ml-flow wiki! The following pages provide information on how to setup and execute the ML flow from your laptop.

1. Environment Setup: We'll start with the tools you'll need to run the workload
2. Database Setup: Then configure your database with certificates, a license, and create the schema.
3. Change Data Capture: Next we'll configure the change feed from your database into a local storage bucket.
4. Transaction Loads: Now we can start loading data into your storage bucket by executing database transactions.
5. Snowflake Trial: Create a Snowflake trial account that you can use to stage your CDC data files.
6. Data Preprocessing: Analyze the data and prepare the features for machine learning.