Ihor ShyloImproving Performance of Image Segmentation with Conditional Random Fields (CRF)In a modern world of theoretically unlimited computing power, semantic image segmentation has become a crucial approach for numerous…Jun 20, 20202Jun 20, 20202
Ihor ShyloCross Validation — an important part of any model developmentHas it ever happened to you, that you developed a model, which performed great while training, but failed on real life unseen data? One of…Sep 27, 20191Sep 27, 20191
Ihor ShyloDeployment of Shiny RMarkdown on EC2Development of a dashboard, as any other software, is only halfway through to an unforgettable user experience. The second and one of the…Mar 4, 2019Mar 4, 2019
Ihor ShyloBig Data Dashboard with R ShinyNowadays, there are plenty of Business Intelligence (BI) solutions on the market. Nevertheless, almost all of them have major problems —…Dec 29, 20181Dec 29, 20181
Ihor ShyloEasy Data Preparation with AWS GlueAs promised in the previous post, we will investigate on an alternative way of converting several csv files into more efficient parquet…Oct 29, 2018Oct 29, 2018
Ihor ShyloEfficient Data Storage with Apache Parquet in the Amazon CloudIn the era of shared configurable computer resources, as companies of all sizes are moving away from their on premise solutions, it is…Oct 6, 2018Oct 6, 2018