The Datapred blog

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

How should you handle seasonality?

Advanced cross-validation tips for time series

Best practices for bulletproof modeling

A better (Facebook) Prophet

Random Forest for predictive maintenance: Try harder

Machine learning for demand prediction: what works and what doesn’t

The basics of backtesting

The problem with deep learning and time series

What's so special about time series?

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