Google Cloud AI tools and AutoML

In this section, we will cover Google Cloud’s AI tools that can be used to implement AI use cases without the need to understand the underlying machine learning concepts. With these services, you can simply send a request to an API, and get a response from ML models that are created and maintained by Google. There’s no need to manually preprocess data, train or hyper-tune machine learning models, or manage any infrastructure.

We will group these services into the following categories: Natural Language Processing (NLP), Computer Vision, and Discovery.

Note

At the time of writing this, in January 2023, Google has also announced a preview of a service named Timeseries Insights API, which can be used to perform analysis and gather insights in real time from your time series datasets, for use cases such as time series forecasting, or detecting anomalies and trends in your data while they are happening. This is an interesting new service...