Amazon Forecast
Predict the future! Amazon Forecast uses machine learning to forecast trends from your data.
Predict the future! Amazon Forecast uses machine learning to forecast trends from your data.
Forecast is a tool that helps your business see what's coming. It looks at your past data and uses smart algorithms to guess future trends. It's great for things like planning inventory or managing your supply chain , but currently it is not available for new customers. It works best if you're already using other Amazon Web Services.
Automatic Data Preparation
Automates tasks like cleaning, transforming, and structuring data. It handles common data issues like missing values and outliers, saving you time and effort.
Advanced Algorithms
Amazon Forecast offers a variety of algorithms, from basic statistical methods to complex neural networks. This ensures you get the most accurate forecasts for your specific needs.
Customization and Flexibility
Tailor your models to get the most precise results. You can adjust forecasting horizons, choose specific algorithms, and use your own datasets.
Scalability and Performance
It can handle large amounts of time-series data efficiently, generating forecasts quickly.
Additional Datasets Integration
Improve your forecasting accuracy with built-in datasets. This feature requires no extra configuration.
Explainability Reports
Understand and trust your predictions with affect ratings. These reports help you see the impact of different factors on your forecasts.
Amazon Forecast handles structured time-series data. This includes historical events and any related attributes.
Amazon Forecast uses advanced algorithms to improve accuracy. These include machine learning models like DeepAR+.
Yes, you can definitely use Amazon Forecast even without machine learning experience. It automates the entire process for you.
Yes, Amazon Forecast integrates easily with other AWS services. For example, you can use Amazon S3 for data storage and Amazon Quicksight for visualization.
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