Artificial Intelligence

Helge Aufderheide

Author: Helge Aufderheide

Helge is an enthusiast of making data usable in the real world with a strong focus on Automation, Analytics and Machine Learning in Industrial Applications, such as Manufacturing and Mobility.

Two graphs for timeseries. The top shows the timeseries for motor temperatures and motor speeds. The lower graph shows the anomaly score over time with three peaks that indicate anomalies..

Detect anomalies in manufacturing data using Amazon SageMaker Canvas

With the use of cloud computing, big data and machine learning (ML) tools like Amazon Athena or Amazon SageMaker have become available and useable by anyone without much effort in creation and maintenance. Industrial companies increasingly look at data analytics and data-driven decision-making to increase resource efficiency across their entire portfolio, from operations to performing […]