Datasheets, use cases and white papers on Datapred, machine learning and time series.

Whats required - Cover

Direct material procurement optimization - What's required?

Datapred for Procurement can shave 3-5% off your commodity, energy and raw material spend, year over year. This six-page datasheet discusses the main requirements for using Datapred:

  • Price and contextual data
  • Costs and constraints
  • Wiggle room
  • Basic technical stack
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When should you use the Datapred modeling engine?

Datapred is not a generalist machine learning platform, but a powerful modeling engine for continuous intelligence applications. This datasheet explains when Datapred is an appropriate option:

  • When time is a critical dimension of the challenge
  • When combining multiple models makes sense
  • When you need performance and explainability
  • When you are working for production
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Vital Checklist

Vital checklist for time series modeling

Applying machine learning to time series is tricky. Don't dive into your time series modeling project without checking this 3-page life-saving list first.


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Specificities of time series modeling

Why is time series modeling so different? This 22-page presentation is a detailed explanation of the three specificities of time series, and their consequences for the design of machine learning solutions.


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