We would like to announce the launch of our latest whitepaper: Prognozowanie popytu: Wykorzystanie technologii AI i ML z klasycznymi metodami statystycznymi w nowoczesnym łańcuchu dostaw written by our in-house expert, Magdalena Foltyn, PhD.It covers data...
In previous articles, I discussed how to prepare data and assess predictions. Now, it's time to return to machine learning and time series forecasting methods. There are many different techniques available. Some are quite straightforward (like moving aver...
A simplified procedure to do time series forecasting comprises 3 main steps:data assessment and preparation (discussed in the previous article ),prediction calculation,prediction assessment.To achieve this, we need a metric to measure the accuracy o...
Już wkrótce odbędzie się pierwsze spotkanie społeczności Digital Supply Chain Meeting wydarzenie stworzone z myślą o specjalistach zajmujących się planowaniem, zarządzaniem i technologią w łańcuchu dostaw. Celem meetup’u jest wymiana wiedzy, rozmowa o rea...
Author: Magdalena Foltyn, PhDTo successfully predict demand, it is necessary to comprehend and prepare historical data. By "comprehending", I mean learning about data features (both business and quantitative). "Preparation" involves adjusting the data acc...
Author: Magdalena Foltyn, PhD"Forecasting is not about predicting the future, but about understanding the past and the present to make informed decisions about the future." – Spyros MakridakisRead this article to learn: What are the basic and advanced dem...
