Maksym BalatskoinTowards Data ScienceYour ML code is well structured… Or is it?How to structure code for your Machine Learning projectsMar 20, 2020Mar 20, 2020
Maksym BalatskoinTowards Data ScienceSetup version increment and automated release processI’ll show you how easy could be the automation of the release process and version incrementMar 18, 20202Mar 18, 20202
Maksym BalatskoinTowards Data ScienceA simple way to create python CLI appAn easy example of wrapping Machine Learning application to the command line interfaceMar 16, 20203Mar 16, 20203
Maksym BalatskoinTowards Data ScienceAll you want to know about preprocessing: Data preparationThis is an introduction part, where we are going to discuss how to check and prepare our data for further preprocessing.May 29, 20194May 29, 20194
Maksym BalatskoinTowards Data Science4 easy steps to improve your machine learning code performanceI want to show you 4 easy steps, that will help you, without any knowledge about optimization, speed-up your code at least twice.May 21, 2019May 21, 2019
Maksym BalatskoinTowards Data ScienceText preprocessing steps and universal pipelineThe description of all text preprocessing steps and creation of a reusable text preprocessing pipelineMay 20, 20191May 20, 20191