How to Use AutoML to Build a Multi-Output Prediction Model Step-by-Step?

[Daniel Figueiredo]

Hello everyone,

I'm currently working on a project where I need to predict multiple variables simultaneously. I've heard that AutoML can be very helpful in automating the machine learning pipeline, but I'm not sure how to approach this specific problem using AutoML tools.

Could anyone provide a detailed, step-by-step guide on how to create a multi-output prediction model using AutoML? Specifically, I'm interested in:

1. Preparing the dataset for multi-output prediction.
2. Configuring the AutoML tool for this type of problem.
3. Training the model and evaluating its performance.

Any insights, code examples, or references to relevant documentation would be greatly appreciated. Thanks in advance for your help!

Best regards,

Daniel Gonçalo de Jesus Figueiredo