Automated ML with Google Cloud
Automated ML is one of the key building blocks of Google Cloud AI Platform. The suite of automated ML products includes AutoML Natural Language, AutoML Tables, AutoML Translation, AutoML Video, and AutoML Vision, as shown in the following diagram:
Figure 8.16 – AutoML products offered as part of Google Cloud AI Platform
The underlying components of Google Cloud's automated ML offerings involve neural architecture search and hyperparameter optimization approaches. However, by abstracting out all the intricacies, it is made easy for consumers to use.
Google Cloud AutoML Vision is a computer vision-based capability that helps train ML models on custom labels. You can also perform the same on Edge devices using the AutoML Vision Edge service.
The AutoML Video Intelligence range of products provides classification and object tracking capabilities. Currently in PreGA (beta), you can use these services to train your...
