Syntasa Sample Notebooks

📄️ How to Build and Track a Simple Propensity Model with MLflow

This guide walks you through creating a simple propensity model using logistic regression, tracking it with MLflow, and saving results to an S3 cloud bucket.

📄️ Installing Libraries within Notebooks (AWS)

Applicable to Syntasa platforms installed in an Amazon AWS environment, this sample notebook provides examples of installing libraries within your notebook.

📄️ File Download from S3 into Notebook (AWS)

Applicable to Syntasa platforms installed in an Amazon AWS environment, this articles notebook provides examples of how to download files from S3 to your notebook. Downloading files from sources other than S3 will be done in a similar fashion.

📄️ File Download from S3 into Syntasa Notebook With Runtime (AWS)

Applicable to Syntasa platforms installed in an Amazon AWS environment, this sample notebook provides examples of how to download files from S3 to your runtimes attached to your notebook. Downloading files from sources other than S3 will be done similarly.