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Statistical Anomaly Detection

Statistical Anomaly Detection

Anomalies are defined as samples that lie at an abnormal distance from other values in the dataset. Anomaly detection (also known as outlier detection) is the process of identifying these observations which differ from the norm. Some use cases for anomaly detection...

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Power BI, Python and COVID-19

Power BI, Python and COVID-19

At PowerGraph we are always looking for ways to highlight Power BI’s data science and data analysis capabilities. The ability to use Python in Power BI is one of our favorite methods for deeper analysis. We decided to use easily available COVID-19 data and write up...

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Remaining Useful Life (RUL) Prediction

Remaining Useful Life (RUL) Prediction

Remaining useful life (RUL) is the amount of time a machine or an asset is likely to operate before it requires repair or replacement. Depending on your system, this time period can be represented in number of Days, Miles, Cycles or any other quantity. RUL prediction...

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