Exercise: Train and Evaluate ML Model
Explore how to write scripts that train and save machine learning models using scikit-learn pipelines, upload datasets to Amazon S3, and create AWS Lambda functions to evaluate model performance on training and testing data. This lesson guides you through applying a complete data science workflow in a serverless environment.
We'll cover the following...
We'll cover the following...
Now that we’ve reached the end of this chapter, its time for you to write some ML model code. We recommend following a more rigorous data science workflow this time, e.g., scikit-learn ...