Haaga-Helia Pandoc Template - Write your Thesis in MarkDown

Front page of thesis in Haaga-Helia style, converted from MarkDown.

Write your thesis in MarkDown, a plain text format.

Use Pandoc and template to convert MarkDown to official Haaga-Helia format. My student Mika Rautio created Haaga-Helia Pandoc template.

Log Anomaly Detection With Artificial Intelligence

 Can artificial intelligence pick suspicious log entries? My students Tuomo Kuure and Joni Hakala are training a model for that.

They use ELK to collect logs from multiple computers to an ElasticSearch NoSQL database. These log entries are then analysed with their own model using Python Tensorflow in a Docker container with GPU support.