Real time data on all ships in the Netherlands is processed in cooperation with Trapps Wise. This data is stored in an Amazon environment and is pre-processed for predictive modelling. The model used in the project is a neural network, since this model fits best to the acquired data. Our ultimate goal is to also include a multilinear regression model to control for the Neural Network.
The tools that are used to analyze the data are tools from the Amazon environment. We use Step Functions, Lambda, SageMaker and S3 Buckets. Moreover, all programming from our side is done in Python with its plethora of libraries.