overview
This solution architecture helps you build a binary classification model for Predictive Machine Maintenance.
- Ingest the Machine Predictive Maintenance Classification dataset into Snowflake
- Supplement the dataset with data from Snowflake Marketplace
- Utilize Snowpark’s client-side APIs to load and manipulate data from Snowflake
- Train a machine learning model using Python in AzureML with ML Flow
- Deploy trained models in Snowflake using Python User Defined Functions (UDFs
- Store PDF documents to extract key/value pairs for the purpose of analytics