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Detecting log anomalies with machine learning

Linux and open source machine learning project. Github page: https://github.com/Dunttus/AI-Project

Author: Tuomo Kuure (tqre)

A professional double bassist and a ICT infrastructure student with good Linux skills. Coding skills include Python, shell scripting and Java. C and asm bubbling under. Main interests are Linux-related: cloud, configuration management, security and kernel programming.

Classifying logs – gathering data

During the weekend I was delighted to find a good blog series from a Canadian data scientist: Susan Li. Digging … More

Migrating personal project workspace to Arch Linux

These integrations we have working are awesome! PyCharm IDE can also process Dockerfiles. The IDE configurations can be shared aswell, … More

PyCharm, Tensorflow-gpu-Docker container and Git integration

I had some trouble getting the GPU support work on the PyCharm-Docker combo, but it turned out I was only … More

Tuning the environment further

We have now fresh Ubuntu’s with all the machine learning libraries and GPU support handily configured by Docker. Tensorflow docker … More

Review of the gathered material

Machine learning and AI are hot topics, so there is plenty of material around. We have found 2 really good … More

Constructing a supervised learning model

With machine learning the dataset that is used to train the learning program is critical. Feeding a dataset of correct … More

Define the problem: Getting started with machine learning

Being new to machine learning, finding the right tutorial to start with can be difficult as there is a multitude … More

Elasticsearch-journalctl-kibana

EJK stack anyone? Or does the ‘L’ in ELK mean Linux? This is an experiment and demonstration of how to … More

curl, elasticsearch, import, journalctl, json, linux, log, logging, preprocessing, systemd-journald

Linux logs: did you know systemd-journald can give JSON output?

I’ve been using Arch Linux for years as my main working platform, and to my surprise, rsyslog was not included … More

jounalctl, json, logging, systemd-journald

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