Snowflake for Data Science: Intro to Snowpark ML for Python
Completed by James McIntyre
March 10, 2025
2 hours (approximately)
James McIntyre's account is verified. Coursera certifies their successful completion of Snowflake for Data Science: Intro to Snowpark ML for Python
What you will learn
Load data into Snowflake and setup Python workspace.
Transform data using Snowpark ML API and build a preprocessing pipeline.
Train an XGBoost model using the Snowpark ML Model API and deploy the model as a UDF for inference.
Skills you will gain
- Category: Data Preprocessing
- Category: Data Pipelines
- Category: Model Deployment
- Category: Data Transformation
- Category: Machine Learning Methods
- Category: Applied Machine Learning
- Category: Predictive Modeling
- Category: Data Science
- Category: Python Programming
- Category: MLOps (Machine Learning Operations)
- Category: Regression Analysis
- Category: Snowflake Schema
