Juha KiiliinTowards Data ScienceData Science at the Command LineWhat every data scientist should know about the shell15 min read·Aug 15, 2022----
Juha KiiliinTowards Data ScienceContinuous Deployment of ML Models to the EdgeReal-life example: Worksite safety monitoring6 min read·Jul 13, 2022----
Juha KiiliinTowards Data SciencePython Dependency Management for Data ScienceWhat every data scientist should know about Python dependencies8 min read·Jun 27, 2022----
Juha KiiliinTowards Data ScienceDocker for Data ScienceWhat every data scientist should know about Docker10 min read·Jun 13, 2022--3--3
Juha KiiliinTowards Data ScienceGit for Data ScienceWhat every data scientist should know about Git8 min read·May 2, 2022----
Juha KiiliinTowards Data ScienceBuilding a YOLOv3 pipeline with Valohai and Superb AIThe value of setting up a pipeline compounds every time the model is trained6 min read·Jun 9, 2021----
Juha KiiliinTowards Data ScienceHow We Trained 277M Models for the Black-Box Optimization ChallengeValohai MLOps platform provided the infrastructure for the Black-Box Optimization Challenge for the NeurIPS 2020 conference. The…6 min read·Dec 23, 2020----
Juha KiiliValohai’s Jupyter Notebook ExtensionValohai is a deep learning platform that helps you execute on-demand experiments in the cloud with full version control. Jupyter Notebook…3 min read·Jun 11, 2019----
Juha KiiliinTowards Data ScienceAsynchronous Workflows in Data SciencePointlessly staring at live logs and waiting for a miracle to happen is a huge time sink for data scientists everywhere. Instead, one…5 min read·May 31, 2019----
Juha KiiliinTowards Data ScienceReinforcement Learning Tutorial Part 3: Basic Deep Q-LearningIn part 1 we introduced Q-learning as a concept with a pen and paper example.5 min read·Feb 28, 2019--6--6
