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What is Google Cloud Timeseries Insights API?

Identifying anomalies within time series data is essential for the operational effectiveness of countless organizations. The Timeseries Insights API Preview allows for efficient extraction of real-time insights from time-series datasets. It offers detailed information that aids in understanding API query results, including occurrences of anomalies, anticipated value ranges, and the segments of events that have been analyzed. This functionality supports the real-time streaming of data, allowing for the prompt detection of anomalies as they arise. Backed by over 15 years of advancements in security through popular consumer services like Gmail and Search, Google Cloud presents a comprehensive end-to-end infrastructure coupled with a multi-layered security framework. The Timeseries Insights API integrates smoothly with various Google Cloud Storage services, providing a consistent access method across different storage options. Users can observe trends and anomalies across a wide array of event dimensions while managing datasets that can contain tens of billions of events. Furthermore, the platform is adept at processing thousands of queries per second, establishing it as a formidable resource for real-time data analysis and informed decision-making. Such capabilities are not only crucial for enhancing business operational efficiency but also for improving overall responsiveness in dynamic market conditions.

What is Amazon Forecast?

Amazon Forecast is an all-encompassing service that employs machine learning to deliver highly accurate forecasting results. In the modern business environment, companies turn to a diverse array of tools, ranging from simple spreadsheets to sophisticated financial planning software, in their efforts to predict future events, such as product demand, resource management, and financial outcomes accurately. These forecasting techniques often rely on historical datasets, referred to as time series data, to inform their predictions. For example, a forecasting application might project the future demand for raincoats based solely on previous sales data, under the assumption that upcoming trends will follow the same trajectory as the past. Nonetheless, this approach can fall short when dealing with large datasets that display unpredictable variations, and it often finds it difficult to accommodate changing data series—such as pricing strategies, promotional offers, website traffic, and workforce numbers—alongside relevant independent factors like product attributes and store locations. As a result, organizations may struggle to generate dependable forecasts in ever-changing circumstances influenced by numerous variables impacting demand and resource allocation. This challenge highlights the importance of adopting advanced forecasting solutions that can adapt to complexity and provide more reliable insights.

Media

Media

Integrations Supported

AWS AI Services
AWS App Mesh
Amazon S3
Gmail
Google Cloud Platform
Google Cloud Search
Google Cloud Storage

Integrations Supported

AWS AI Services
AWS App Mesh
Amazon S3
Gmail
Google Cloud Platform
Google Cloud Search
Google Cloud Storage

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

cloud.google.com/timeseries-insights/

Company Facts

Organization Name

Amazon

Date Founded

1994

Company Location

United States

Company Website

aws.amazon.com/forecast/

Categories and Features

Sales Forecasting

Competitor Analysis
Correlation Analysis
Dashboard
Dynamic Modeling
Exception Reporting
Graphical Data Presentation
Modeling & Simulation
Performance Metrics
Sales Trend Analysis
Statistical Analysis

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