Unsupervised BloginBalabit UnsupervisedA New Look at an Old FriendHow to visualize and generalize ROC-AUCFeb 7, 2018Feb 7, 2018
Unsupervised BloginBalabit UnsupervisedCalibrating anomaly scoresA practical howto on getting good-looking score distributionsAug 8, 2017Aug 8, 2017
Unsupervised BloginBalabit UnsupervisedNovel Performance Metrics for Anomaly Detection AlgorithmsA brand new performance metric to use for free — today only!Jun 30, 20171Jun 30, 20171
Unsupervised BloginBalabit UnsupervisedPerformance Metrics for Anomaly Detection Algorithms in Security AnalyticsWe like ROC-AUC but it can be improved onMay 4, 2017May 4, 2017
Unsupervised BloginBalabit UnsupervisedHow to Evaluate Unsupervised Anomaly Detection for User Behavior AnalyticsWhy we chose the unsupervised way and how we are dealing with itFeb 9, 20173Feb 9, 20173
Unsupervised BloginBalabit UnsupervisedSpark + Scala Dataset TutorialA long awaited tutorial — how to perform the most common data manipulation tasks on Apache Spark Datasets in Scala — with Star Wars!Dec 12, 20165Dec 12, 20165
Unsupervised BloginBalabit UnsupervisedScalable Sparse Matrix Multiplication in Apache SparkA solution for multiplying sparse matrices in SparkDec 1, 20162Dec 1, 20162
Unsupervised BloginBalabit UnsupervisedMagic Trick with PandasYou could not step twice into the same river — You could not add twice the same columns togetherNov 8, 2016Nov 8, 2016
Unsupervised BloginBalabit UnsupervisedReleasing the Balabit Mouse Dynamics Challenge Data SetA data science challenge provided by BalabitAug 26, 2016Aug 26, 2016
Unsupervised BloginBalabit UnsupervisedWhere to start learning data science?Our tips on how to become a data scientistAug 3, 2016Aug 3, 2016
