AWS Certified Data Analytics Specialty 2021 – Hands-On - (Exercise) Amazon Machine Learning, Part 1

The video tutorial guides users through predicting order quantities using AWS services. It covers setting up Amazon Machine Learning, uploading and configuring schema files in S3, and understanding data types. The tutorial emphasizes the use of regression models and explains the distinction between categorical and numeric data. Finally, it walks through the final steps to complete the machine learning model setup.

Describe the process of uploading the schema file to S3 as mentioned in the text.

What challenges are mentioned regarding the handling of invoice state data?

What is the significance of the target variable in the machine learning model?