List: Demand Forecasting Models | Curated by Nicolas Vandeput | Medium

Nicolas Vandeput

Oct 5, 2021

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Demand Forecasting Models

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Nicolas Vandeput

Probabilistic Forecasts: Pinball Loss Function

Probabilistic forecasts are essential to optimize supply chains and inventory targets. How can we evaluate the quality of probabilistic…

Aug 20, 2021

Probabilistic Forecasts: Pinball Loss Function

Aug 20, 2021

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Nicolas Vandeput

DIY — Simple exponential smoothing with Python

How to implement your own simple exponential smoothing model with Python

Nov 12, 2019

DIY — Simple exponential smoothing with Python

Nov 12, 2019

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Nicolas Vandeput

DIY — Simple exponential smoothing with Excel

How to implement a simple exponential smoothing forecast in excel.

Nov 12, 2019

DIY — Simple exponential smoothing with Excel

Nov 12, 2019

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Nicolas Vandeput

Simple exponential smoothing

What is the simple exponential smoothing model?

Nov 12, 2019

Simple exponential smoothing

Nov 12, 2019

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Nicolas Vandeput

Forecasting: how to detect outliers?

(the article below is an extract from the book Data Science for Supply Chain Forecast, available here)

May 26, 2019

Forecasting: how to detect outliers?

May 26, 2019

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Nicolas Vandeput

Croston forecast model for intermittent demand

How to forecast intermittent demand thanks to the Croston forecast model.

Jan 25, 2019

Croston forecast model for intermittent demand

Jan 25, 2019

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Nicolas Vandeput

Machine Learning for Supply Chain Forecast

What is machine learning?

May 3, 2019

Machine Learning for Supply Chain Forecast

May 3, 2019

Nicolas Vandeput

Nicolas Vandeput

Book Author

Consultant, Trainer, Author. I reduce forecast error by 30% 📈 and inventory levels by 20% 📦. Contact me: linkedin.com/in/vandeputnicolas

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