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Unsupervised
Data Science & IT Security from Balabit
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A New Look at an Old Friend
A New Look at an Old Friend
How to visualize and generalize ROC-AUC
Unsupervised Blog
Feb 7, 2018
Calibrating anomaly scores
Calibrating anomaly scores
A practical howto on getting good-looking score distributions
Unsupervised Blog
Aug 8, 2017
Novel Performance Metrics for Anomaly Detection Algorithms
Novel Performance Metrics for Anomaly Detection Algorithms
A brand new performance metric to use for free — today only!
Unsupervised Blog
Jun 30, 2017
Performance Metrics for Anomaly Detection Algorithms in Security Analytics
Performance Metrics for Anomaly Detection Algorithms in Security Analytics
We like ROC-AUC but it can be improved on
Unsupervised Blog
May 4, 2017
How to Evaluate Unsupervised Anomaly Detection for User Behavior Analytics
How to Evaluate Unsupervised Anomaly Detection for User Behavior Analytics
Why we chose the unsupervised way and how we are dealing with it
Unsupervised Blog
Feb 9, 2017
Spark + Scala Dataset Tutorial
Spark + Scala Dataset Tutorial
A long awaited tutorial — how to perform the most common data manipulation tasks on Apache Spark Datasets in Scala — with Star Wars!
Unsupervised Blog
Dec 12, 2016
Scalable Sparse Matrix Multiplication in Apache Spark
Scalable Sparse Matrix Multiplication in Apache Spark
A solution for multiplying sparse matrices in Spark
Unsupervised Blog
Dec 1, 2016
Magic Trick with Pandas
Magic Trick with Pandas
You could not step twice into the same river — You could not add twice the same columns together
Unsupervised Blog
Nov 8, 2016
Releasing the Balabit Mouse Dynamics Challenge Data Set
Releasing the Balabit Mouse Dynamics Challenge Data Set
A data science challenge provided by Balabit
Unsupervised Blog
Aug 26, 2016
Where to start learning data science?
Where to start learning data science?
Our tips on how to become a data scientist
Unsupervised Blog
Aug 3, 2016
Comparing logical arrays in NumPy/pandas
Comparing logical arrays in NumPy/pandas
np.nan OR False equals …?
Unsupervised Blog
May 2, 2016
Image compression using singular value decomposition
Image compression using singular value decomposition
Compress your photos with SVD
Unsupervised Blog
Apr 11, 2016
The singular value decomposition in a nutshell
The singular value decomposition in a nutshell
A short tutorial about SVD with additional numpy code
Unsupervised Blog
Apr 7, 2016
The MOL Bubi Public Bike-sharing System Analytics Challenge
The MOL Bubi Public Bike-sharing System Analytics Challenge
The story of how we won in a data science challenge
Unsupervised Blog
Jan 28, 2016
7 data science principles introduced in Asimov’s Foundation
7 data science principles introduced in Asimov’s Foundation
Surprising predictions about predictions
Unsupervised Blog
Dec 16, 2015
What are we all about?
What are we all about?
So actually, what are we doing between two blogposts?
Unsupervised Blog
Nov 5, 2015
The Dream of Neural Networks
The Dream of Neural Networks
What’s behind those crazy pictures and how create one for yourself
Unsupervised Blog
Sep 1, 2015
How to version control Ipython 3 (Jupyter) notebooks
How to version control Ipython 3 (Jupyter) notebooks
An open source solution for this common problem
Unsupervised Blog
Aug 14, 2015
Recommender systems in anomaly detection
Recommender systems in anomaly detection
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Unsupervised Blog
Jul 28, 2015
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