SAP S/4HANA: Financial Planning with Commercial Project Management

PLM Project System (PS), SAP S/4HANA

Introduction This blog gives an overview on the process to perform financial planning with commercial project management. As a prerequisite, you need to know the concept of master project in SAP Commercial Project Management and project management in SAP S/4HANA Project Systems. User Role – Project Manager / Project Planner Commercial Project Management in S/4HANA […]

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Anomaly Detection in Time-Series using Seasonal Decomposition in Python Machine Learning Client for SAP HANA

SAP HANA, Machine Learning

Introduction The detection of anomalies from a given time-series is usually not an easy task. The natural association with time brings many unique features to time-series that regular 1D datasets, like time-dependency(via lagging), trend, seasonality, holiday effects, etc. Because of this, traditional statististical tests or clustering-based methods for anomaly/outlier usually will fail for time-series data, […]

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