Kristina GeorgievainTowards Data ScienceThe Abolition of the Data Science CaveCommunicating data science in interdisciplinary teamsJul 23, 2021Jul 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…Nov 24, 2020Nov 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…Oct 4, 2020Oct 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…Feb 13, 2020Feb 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…Oct 21, 20192Oct 21, 20192
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…Jul 22, 2019Jul 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…Jul 18, 2019Jul 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…Sep 30, 2018Sep 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…Sep 23, 2018Sep 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…Jul 1, 2018Jul 1, 2018
