In summary, we did the following in this recipe:

1. Learned how to prepare the data as a CSV and upload it to S3
2. Created an S3 data source
3. Created an ML model
4. Created an evaluation and verified the model
5. Created an endpoint for real-time prediction
6. Predicted the target value for a sample record

Let's discuss some of the concepts we learned in the recipe in a bit more detail.