Optimization of the production process is always one of the priorities of every manufacturer. The world has already witnessed 3 industrial revolutions, each of them has redefined how goods are being made, and each of them has established the new market leaders. Now, the 4th revolution, called Industry 4.0, is happening in front of us. …
This is a third post in our series exploring different options for long-term demand forecasting. Today, we will explore different approaches to applying classical machine learning to forecasting problem. To better understand our journey and problem setting, you might want to check out our introductory blog post: Long-Term Demand Forecasting Step by step vs 90 …
This post is a part of our series exploring different options for long-term demand forecasting. To better understand our journey, you might want to check out our introductory blog post: Long-Term Demand Forecasting If you are interested in using historical data to make time series forecasts, undoubtedly, a good starting point for your analysis are …
