Are you ready for some football? While NFL games will be played in empty or fractionally filled stadiums when the…
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How a Fresh Approach to Safety Stock Analysis Can Optimize Inventory
Refer to the accompanying notebook for more details. A manufacturer is working on an order for a customer only to…
Continue ReadingNew Methods for Improving Supply Chain Demand Forecasting
Organizations Are Rapidly Embracing Fine-Grained Demand Forecasting Retailers and Consumer Goods manufacturers are increasingly seeking improvements to their supply chain…
Continue ReadingOn-Demand Webinar: Granular Demand Forecasting At Scale
We recently hosted a live webinar — How Starbucks Forecasts Demand at Scale with Facebook Prophet and Databricks — During…
Continue ReadingAI For SEA Traffic Management: Modeling (Part 2/2)
Peaceful traffic near Angkor temples, CambodiaAI For SEA Traffic Management: Modeling (Part 2/2)Kilian TepBlockedUnblockFollowFollowingJun 17Also read: AI For SEA Traffic Management: Feature…
Continue ReadingAI For SEA Traffic Management: Feature Engineering (Part 1/2)
Traffic in Phnom Penh, CambodiaAI For SEA Traffic Management: Feature Engineering (Part 1/2)Kilian TepBlockedUnblockFollowFollowingJun 17Also read: AI for SEA Traffic Management: Modeling…
Continue ReadingAnomaly Detection with LSTM in Keras
Anomaly Detection with LSTM in KerasPredict Anomalies using Confidence IntervalsMarco CerlianiBlockedUnblockFollowFollowingJun 15Photo by Scott Umstattd on UnsplashI read ‘anomaly’ definitions in every…
Continue ReadingForecasting: how to detect outliers?
is — of course — left to you to experiment…Do It YourselfPython If you have a pandas DataFrame with one column as the forecast…
Continue ReadingMachine Learning for Supply Chain Forecast
Machine Learning for Supply Chain ForecastNicolas VandeputBlockedUnblockFollowFollowingMay 3What is machine learning?Supply chain practitioners usually use old-school statistics to predict demand; but…
Continue ReadingPredict Bike Sharing Demand With C# And ML.NET Machine Learning
Predict Bike Sharing Demand With C# And ML. NET Machine LearningMark FarragherBlockedUnblockFollowFollowingApr 17A bike-sharing system is a service in which bicycles…
Continue ReadingUnderstanding Supply & Demand in Ride-hailing Through the Lens of Grab Data
Understanding Supply & Demand in Ride-hailing Through the Lens of Grab DataCo-written by Aayush Garg, Lara PuReum Yim, ChunKai PhangLara PuReum YimBlockedUnblockFollowFollowingFeb…
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