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Datapred for AWS

By: Datapred Latest Version: 1.7.0
Linux/Unix
Linux/Unix

Product Overview

Datapred streamlines everything that is specific about time series modeling at every stage of the ML pipeline, ensuring significant performance gains and a 10x faster garage-to-factory cycle.

Features include:
Preprocessing
- Prevention of future leakage (automatic data alignment)
- Target stationarization (seasonality, outliers)

Modeling
- Adaptation of batch algos to the sequential context
- Online aggregation of multiple algos
- Custom cost functions

Post-processing
- Feature re-integration (seasonality, outliers)
- Online integration of operational constraints

Use Datapred like SageMaker: from a Jupyter Notebook, with any ML library.
Datapred for AWS includes a full documentation and detailed tutorials on most time series challenges (e.g. sales forecasts, anomaly detection).

AWS USAGE

Datapred for AWS is priced as follows:
- 7-day free trial
- $350 per user per month
- Pricing for AWS infrastructure is billed through your AWS account

We are using the Bring Your Own License model:
- You will start the installation/trial from here (by clicking Continue to Subscribe in the top right corner of the page).
- In parallel, we (not AWS) will send you the Datapred license file. For this, click License Purchase in the Additional Resources box further down this page on the right, then fill out the file request form.
- Following the free trial, we will also handle payment for the license.

Version

1.7.0

Operating System

Linux/Unix, Ubuntu 18.04

Delivery Methods

  • Amazon Machine Image

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Usage Information

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