About
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Articles by Vadym
Activity
33K followers
Experience & Education
Volunteer Experience
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Volunteer Photographer @ Chicago Marathon 2018
JDRF International
- 1 month
Health
With brothers from DTD Gamma Beta Chapter, we volunteered as photographers and other marathon staff. Working over 10 hours in the rain, we donated over $800 to JDRF as a result.
Publications
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Music Transcription by Deep Learning with Data and "Artificial Semantic" Augmentation
International Journal of Systems Applications Engineering and Development, 11, 212-215 (2017)
In this progress paper, the previous results of the single note recognition by deep learning are presented. The several ways for data augmentation and "artificial semantic" augmentation are proposed to enhance the efficiency of deep learning approaches for monophonic and polyphonic note recognition by the increase of dimensions of training data, their lossless and lossy transformations.
Other authorsSee publication -
Code Reviewing Neural Network
"Computer Science and Computer Engineering" - IOT-2017 proceedings, p.64
Courses
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Applied Statistics
MATH564
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Big Data Technologies
CSP554
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Data Mining
CS422
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Data Preparation and Analysis
CSP571
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Deep Learning
CS577
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Machine Learning
CS584
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Mathematical Statistics
MATH563
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Public Engagement for Scientists
SCI522
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Software Project Management
CS587
Projects
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Income Regression Analysis on Census data
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See projectIn this project, we to study the relationship between personality variables and income of United States citizens. Several multiple linear regression models are applied to preprocessed data set, including a preliminary regression on all variables, a regression on manually selected variables, stepwise regression, and regression on data that was transformed using box-cox transformations. These models are compared based on their R2 and the validation of the assumed model assumptions. Additionally…
In this project, we to study the relationship between personality variables and income of United States citizens. Several multiple linear regression models are applied to preprocessed data set, including a preliminary regression on all variables, a regression on manually selected variables, stepwise regression, and regression on data that was transformed using box-cox transformations. These models are compared based on their R2 and the validation of the assumed model assumptions. Additionally, we explore the outliers in the data to make a potentially stronger model. Lastly, we give an interpretation of the final model. We study the most influential variables and present a summary of our conclusions.
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Google APK Expansion library
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See projectThe original Android APK Expansion library had sophisticated API and was abandoned years ago. In this project, I redesigned the API for the Google Play APK Expansion files and fixed some important issues that I discovered using it in a production environment. I made the library easily accessible by distributing it through jitpack.io maven repository.
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Cluise
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See projectCluise is a personal stylist and shopping assistant that applies machine learning to help users arrange their wardrobe.
Test Scores
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TOEFL® English Proficiency Test
Score: 105
The TOEFL® test, created by ETS, is an English language assessment that is often required for admission by English-speaking universities and programs around the world and is accepted by more than 9,000 institutions in over 130 countries including Australia, Canada, the U.K. and the U.S.
Languages
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English
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Russian
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Ukrainian
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