The Datapred blog

On machine learning, time series and how to use them.

The basics of backtesting

on Aug 14, 2018 5:03:00 PM By | Datapred | 0 Comments | time series machine learning backtesting backtest
Time series modeling requires the understanding of concepts that feel both basic and abstract:
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The problem with deep learning and time series

Industry is finally catching up on the potential of machine learning for predictive analysis. But data scientists faced with a prediction challenge (demand prediction, predictive maintenance, churn prediction…) usually favor one of two equally inadequate approaches:
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What's so special about time series?

on Jul 25, 2018 10:19:53 AM By | Datapred | 0 Comments | time series machine learning sequential data backtesting
Our definition of times series is: sequentially revealed, time-stamped and time-critical data.
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