gvyshnya
A Data Scientist & Software Dev with blended industrial experience in software development, IT, DevOps, operation and project management, and C-level roles
Kyiv, Ukraine - Warsaw, Poland
Pinned Repositories
BirdCallClassification
The repo contains various materials created as a part of Cornell Birdcall Identification project
COVID19
This is the home of my public efforts in data analytics, research and data science/software development dedicated to various aspects of COVID-19 impact analysis
CreditRiskPrediction
The notebook with materials related to credit risk prediction competition (https://inclass.kaggle.com/c/adatelemz-si-platformok-2016-2-gyakorlat/)
dataproc-pyspark-etl
This repo provides the end-to-end case study on how to build effective Big Data-scale ETL solutions in Google Cloud Platform, using PySpark/Dataproc and Airflow/Composer
DVC_R_Ensemble
Materials of a case study to build a DVC-based ML pipeline for an R project with ensemble prediction
kaggle-2021-survey
This repo collects the various research artifacts and final-quality notebooks with the research on Kaggle 2021 Survey results.
malimg
This repo contains the artifacts of ML experiments to detect / classify various malware attacks based on the classical MalImg Dataset
state-of-data-science-and-ml-2020
This repo contains the notebooks with the comprehansive EDA and data-driven insights from the data collected in Kaggle's 2020 survey of 'State of Data Science and Machine Learning 2020'.
WPPF
An early prototype of a time-series forecasting app predicting wind power production
gvyshnya's Repositories
gvyshnya/data-science-toolbox
Materials developed as assignments and projects within Data Science Specialization course at Hopkins Univ
gvyshnya/datasciencecoursera
This is a repository created by George Vyshnya in course of studies at Data Scientists Toolbox course
gvyshnya/datasharing
The Leek group guide to data sharing