In this video, we’ll create an automated machine learning pipeline completely in Snowflake!
New to machine learning? New to Snowflake? New to both?? No worries! I take it step by step and explain everything as we go.
What we'll cover:
- Basics of Snowflake UI and SQL commands
- Snowflake Notebooks
- Snowflake ML Python Package
- Model Registry
- Streams
- Stored Procedures
- Tasks
Resources:
🤖 GitHub Repo https://github.com/tx-smitht/sf-train-inference-pipeline/tree/main
📊 Insurance Dataset from Kaggle https://www.kaggle.com/datasets/sridharstreaks/insurance-data-for-machine-learning
📄 Medium Article https://medium.com/@thomasw-smith/automated-training-and-inference-pipeline-in-snowflake-w-model-registry-7fefd76636c2
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End-to-End Machine Learning Project in Snowflake (Beginner Friendly) | NatokHD