Ihor Shylo – Medium

Ihor Shylo

Ihor Shylo

Improving 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, 2020

Improving Performance of Image Segmentation with Conditional Random Fields (CRF)

Jun 20, 2020

Ihor Shylo

Cross Validation — an important part of any model development

Has 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, 2019

Cross Validation — an important part of any model development

Sep 27, 2019

Ihor Shylo

Deployment of Shiny RMarkdown on EC2

Development of a dashboard, as any other software, is only halfway through to an unforgettable user experience. The second and one of the…

Mar 4, 2019

Deployment of Shiny RMarkdown on EC2

Mar 4, 2019

Ihor Shylo

Big Data Dashboard with R Shiny

Nowadays, there are plenty of Business Intelligence (BI) solutions on the market. Nevertheless, almost all of them have major problems —…

Dec 29, 2018

Big Data Dashboard with R Shiny

Dec 29, 2018

Ihor Shylo

Easy Data Preparation with AWS Glue

As promised in the previous post, we will investigate on an alternative way of converting several csv files into more efficient parquet…

Oct 29, 2018

Easy Data Preparation with AWS Glue

Oct 29, 2018

Ihor Shylo

Efficient Data Storage with Apache Parquet in the Amazon Cloud

In the era of shared configurable computer resources, as companies of all sizes are moving away from their on premise solutions, it is…

Oct 6, 2018

Efficient Data Storage with Apache Parquet in the Amazon Cloud

Oct 6, 2018

Ihor Shylo

Ihor Shylo

I am AI Developer | Machine Learning Engineer who is a fan of open source technologies. I believe that cloud is the future of models’ deployment.

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