Try Gemini 1.5 Pro, our most advanced multimodal model in Vertex AI, and see what you can build with a 1M token context window. Try Gemini 1.5 Pro, our most advanced multimodal model in Vertex AI, and see what you can build with a 1M token context window.

Forecast with the Timeseries Insights API

With the Timeseries Insights API, you can forecast and detect anomalies over billions of events in real time. You can analyze data stored in Google Cloud storage products and also stream data in real time, which enables you to detect anomalies as they are happening.

The Timeseries Insights API is a fully-managed solution, integrated with Google Cloud services. You can create datasets with tens of billions of events, and query the dataset thousands of times per second.

For details, see the Timeseries Insights API documentation.

Train a Tabular forecasting model

As another forecasting option, you can build your own model to forecast based on structured time series data using Vertex AI Tabular forecasting.

For more information, see Tabular forecasting.