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About

Amazon Forecast is a fully managed service that uses machine learning to deliver highly accurate forecasts. Companies today use everything from simple spreadsheets to complex financial planning software to attempt to accurately forecast future business outcomes such as product demand, resource needs, or financial performance. These tools build forecasts by looking at a historical series of data, which is called time series data. For example, such tools may try to predict the future sales of a raincoat by looking only at its previous sales data with the underlying assumption that the future is determined by the past. This approach can struggle to produce accurate forecasts for large sets of data that have irregular trends. Also, it fails to easily combine data series that change over time (such as price, discounts, web traffic, and number of employees) with relevant independent variables like product features and store locations.

About

Time-series analysis is essential for the day-to-day operation of many companies. Most popular use cases include analyzing foot traffic and conversion for retailers, detecting data anomalies, identifying correlations in real-time over sensor data, or generating high-quality recommendations. With Cloud Inference API Alpha, you can gather insights in real-time from your typed time-series datasets. Get everything you need to understand your API queries results, such as groups of events that were examined, the number of groups of events, and the background probability of each returned event. Stream data in real-time, making it possible to compute correlations for real-time events. Rely on Google Cloud’s end-to-end infrastructure and defense-in-depth approach to security that’s been innovated on for over 15 years through consumer apps. At its core, Cloud Inference API is fully integrated with other Google Cloud Storage services.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Anyone looking to improve forecasting without having any machine learning experience yet

Audience

Anyone seeking a tool to run large-scale correlations over typed time-series datasets

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Supported
24/7 Live Support Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Not Supported
In Person Supported

Company Information

Amazon
Founded: 1994
United States
aws.amazon.com/forecast/

Company Information

Google
United States
cloud.google.com/inference/

Alternatives

Alternatives

Autobox

Autobox

Automatic Forecasting Systems
Odyx yHat

Odyx yHat

Odyssey Analytics
DemandPlanner

DemandPlanner

Demand Planner
Prophecy

Prophecy

Data Perceptions

Categories

Categories

Sales Forecasting Features

Competitor Analysis Supported
Correlation Analysis Supported
Dashboard Supported
Dynamic Modeling Not Supported
Exception Reporting Supported
Graphical Data Presentation Supported
Modeling & Simulation Supported
Performance Metrics Not Supported
Sales Trend Analysis Supported
Statistical Analysis Supported

Integrations

AWS AI Services Supported
AWS App Mesh Supported
Amazon S3 Supported
Google Cloud Platform Not Supported
Google Cloud Storage Not Supported

Integrations

AWS AI Services Not Supported
AWS App Mesh Not Supported
Amazon S3 Not Supported
Google Cloud Platform Supported
Google Cloud Storage Supported
Claim Amazon Forecast and update features and information
Claim Amazon Forecast and update features and information
Claim Google Cloud Inference API and update features and information
Claim Google Cloud Inference API and update features and information