Describe capabilities of AutoML

AutoML is a service that automates the process of applying machine learning to solve problems. It significantly reduces the complexity and time needed to produce a model by automating various steps of the machine learning process, including data preprocessing, feature selection, algorithm selection, and hyperparameter tuning.

With AutoML, users can quickly create high-quality machine learning models while maintaining full control and transparency. The service is designed to accommodate both novices and experts in machine learning. For beginners, it simplifies the process by abstracting away many of the complexities involved in building and tuning machine learning models. For experts, it provides a fast way to experiment with different models and parameters, saving time that can be used to focus on other aspects of their projects.

What’s preprocessing?

Preprocessing is the idea of preparing the data before actually using it in machine...