Real-time detection of anomalies in computer networks with methods of machine learning: Stop the (data)-thief!

2019-02-15T12:54:16+00:00

This blog post describes some basic concepts and shows a prototypical architecture for network anomaly detection in real-time.

This blog post shows some results and concepts of a master’s thesis here at inovex. It describes some basic concepts and shows a prototypical architecture for detecti

Real-time detection of anomalies in computer networks with methods of machine learning: Stop the (data)-thief!2019-02-15T12:54:16+00:00

Causal Inference and Propensity Score Methods

2017-11-27T15:30:21+00:00

In supervised learning, correlation is crucial to predict the target variable with the help of the feature variables. But what good is causation?

In the field of machine learning and particularly in supervised learning, correlation is crucial to predict the target variable with the help of the feature variables

Causal Inference and Propensity Score Methods2017-11-27T15:30:21+00:00

Hive UDFs and UDAFs with Python

2019-01-23T11:31:13+00:00

In this post we focus on how to write sophisticated User Defined (Aggregated) Functions (UD(A)Fs) for Apache Hive in Python.

Sometimes the analytical power of built-in Hive functions is just not enough. In this case it is possible to write hand-tailored User-Defined Functions (UDFs) for tra

Hive UDFs and UDAFs with Python2019-01-23T11:31:13+00:00
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