Exercise: ML Model Using AWS Step Functions
Explore how to organize and automate machine learning workflows by building a state machine with AWS Step Functions. Learn to preprocess data, generate predictions, and evaluate models using Lambda functions and Amazon S3 for data handling in a serverless architecture.
We'll cover the following...
We'll cover the following...
In this last exercise, you’ll combine all the skills you learned in this course to bring your self-built ML model to the next level. The goal of this exercise is to divide the functionality from the previous step and orchestrate it using AWS Step Functions.
Please note that every step of your state machine will have to read/write data ...