Andrei KaliadaData synthesis for MLReal data sets are a source for creating models that will improve business efficiency and solve existing problems. Unfortunately, it is not…Apr 14, 2022Apr 14, 2022
Andrei KaliadaGenerating realistic fake data using SnowfakeryIn the process of application development, fake data is often used, which is needed to demonstrate or test functionality. You can, of…Feb 26, 2022Feb 26, 2022
Andrei KaliadaMerry Christmas and YOLOv5 with object trackingWhat would you like to do during the pre-Christmas holidays? Of course, to learn something new! So I thought and decided to try myself in…Dec 20, 2021Dec 20, 2021
Andrei KaliadaPredict customer churn using Azure MLIn the last article, I did an EDA data analysis. Now, in continuation of that article, I will try to create a production-ready service. I…Dec 8, 2021Dec 8, 2021
Andrei KaliadaWhat can I advise a telecommunications company to improve the business?A common business problem is to understand why customers churn and what to do with it. Today I will try to investigate this for the…Nov 18, 2021Nov 18, 2021
Andrei KaliadaAn affair with Data Science. How to Monetize Big DataI read an amazing book about Data Science the other day. This book is for readers who want to try their hand at data analysis and ML.Sep 29, 2021Sep 29, 2021