A No Code Approach to Machine Learning with Snowflake and Dataiku

Using machine learning to drive business insights is no longer the work of data science teams alone. In this lab, leverage Dataiku’s visual recipes powered behind-the-scenes by their Snowpark ML plugin to train a model and perform inference—all without writing a single line of code or moving any data out of Snowflake. Learn how to easily scale machine learning projects in Dataiku with elastic, on-demand compute from Snowflake fueling every stage of the workflow. 

In this instructor-led hands-on lab, we’ll walk through how to:

• Set up tables and environments to run machine learning jobs with Dataiku and Snowflake
• Clean up a sample table of job applications using Dataiku’s Prepare tools to improve the quality of your model’s output  
• Train powerful machine learning models to predict fraudulent applications using Dataiku’s no-code Snowpark ML plugin and a Snowpark-optimized warehouse
• Use our best-trained model to generate new fraudulent application predictions on a fresh batch of data

In Partnership With: