Kristina GeorgievainTowards Data ScienceThe Abolition of the Data Science CaveCommunicating data science in interdisciplinary teams12 min read·Jul 23, 2021----
Kristina GeorgievainTowards Data ScienceFrom LIDAR point cloud to archaeological DSMIn my previous article I gave an introduction to LIDAR for archaeology. This article aims to take you one step further. It shows an…6 min read·Nov 24, 2020----
Kristina GeorgievainThe StartupIntro to Lidar for ArchaeologyIf you read this blog often, then you have probably already seen some or other article about LIDAR being used in archaeology. This article…7 min read·Oct 4, 2020----
Kristina GeorgievainTowards Data ScienceMonitoring ML pipelinesI have spoken a lot in this blog about the process of bringing machine learning code to production. However, once the models are in…6 min read·Feb 13, 2020----
Kristina GeorgievainTowards Data ScienceThe notebook anti-patternIn the past few years there has been a large increase in tools trying to solve the challenge of bringing machine learning models to…8 min read·Oct 21, 2019--2--2
Kristina GeorgievaBuilding a silly robot with Grove Starter KitI received a Grove Starter kit at an internal work Conference a few months ago. Of course, I did something entirely useless with it, so…5 min read·Jul 22, 2019----
Kristina GeorgievainTowards Data ScienceTesting your machine learning (ML) pipelinesWhen it comes to data products, a lot of the time there is a misconception that these cannot be put through automated testing. Although…6 min read·Jul 18, 2019----
Kristina GeorgievaAutomated model serving to mobile devicesThe most common approach to deploying machine learning models is to expose an API endpoint. This API endpoint would generally be called via…5 min read·Sep 30, 2018----
Kristina GeorgievaEvolving Neural NetworksTraditionally neural networks are trained by adjusting weights based on a measure of error being passed back through the network. This…7 min read·Sep 23, 2018----
Kristina GeorgievaPoem — No life without palm treesA missing smile at the passing of a palm tree like a gust of winter wind — cold, yet unseen. The setting of the clutching branches free…1 min read·Jul 1, 2018----