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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

Nixtla is a platform for time-series forecasting and anomaly detection built around its flagship model TimeGPT, described as the first generative AI foundation model for time-series data. It was trained on over 100 billion data points spanning domains such as retail, energy, finance, IoT, healthcare, weather, web traffic, and more, allowing it to make accurate zero-shot predictions across a wide variety of use cases. With just a few lines of code (e.g., via their Python SDK), users can supply historical data and immediately generate forecasts or detect anomalies, even for irregular or sparse time series, and without needing to build or train models from scratch. TimeGPT supports advanced features like handling exogenous variables (e.g., events, prices), forecasting multiple time-series at once, custom loss functions, cross-validation, prediction intervals, and model fine-tuning on bespoke datasets.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

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

Audience

Data analysts and companies wanting a tool offering forecasting and anomaly detection without building custom ML pipelines

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

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

Company Information

Nixtla
Founded: 2021
United States
www.nixtla.io

Alternatives

Alternatives

Autobox

Autobox

Automatic Forecasting Systems
Odyx yHat

Odyx yHat

Odyssey Analytics
DemandPlanner

DemandPlanner

Demand Planner
Warp 10

Warp 10

SenX
Warp 10

Warp 10

SenX

Categories

Categories

Sales Forecasting Features

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

Integrations

AWS AI Services
AWS App Mesh
Amazon S3
Amazon Web Services (AWS)
Databricks Data Intelligence Platform
Google Analytics
Google Cloud Platform
Google Sheets
Microsoft Azure
Microsoft Excel
Python
R
Snowflake

Integrations

AWS AI Services
AWS App Mesh
Amazon S3
Amazon Web Services (AWS)
Databricks Data Intelligence Platform
Google Analytics
Google Cloud Platform
Google Sheets
Microsoft Azure
Microsoft Excel
Python
R
Snowflake
Claim Amazon Forecast and update features and information
Claim Amazon Forecast and update features and information
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