Proof-of-Concept Data Orchestration with SAP Data Intelligence
A central challenge for every larger company is the consolidation and linking of master or transaction data. Data can be organised in a DWH such as SAP BW or unorganised in a data lake. It can also flow in as streaming data or come from...
biX AI Tools - Case Study: Customer Churn Prevention
Customer-Churn is the termination of a contract by the customer. Predicting such events before they occur is of great interest in many business areas. Focusing countermeasures on relevant customers reduces the effort and prevents a sleeper effect with customers who are not at risk...
Creation and use of autoencoders with SAP PAL
Data sets to be used in Machine Learning (ML) are usually unprocessed and immensely large in practice. Most ML algorithms require the input data in a specific form, which is provided by data preprocessing. Even then, however, the data model at hand is usually very complex...