Author: Sarem Seitz
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If your dataset is small, the subsequent ideas might be useful
10 min read -
While point forecasts are very popular, be aware of some unlucky pitfalls
13 min read -
Why I Prefer Probabilistic Forecasts – Hitting Time Probabilities Introduction In Data Science, forecasting often…
6 min read -
Random Forests are flexible and powerful when it comes to tabular data. Do they also…
8 min read -
You have heard about integrated time-series data but what about cointegration?
6 min read -
Facebook Prophet is highly popular for time-series forecasting. Let me show you why I am…
8 min read -
CUSUM is arguably the simplest algorithm for change point detection problems as in IoT or…
6 min read -
It’s all fun and games until your time-series is not Normal anymore
10 min read -
Everybody loves SMOTE, but is it really a silver bullet?
7 min read