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G. Dudnik is listed as MSc in Bioinformatics / Data Nerd at Institute of Biological Psychiatry (IBP), Mental Health Services, Sct. Hans, a company with 13 employees, based in Region Zealand, Denmark, Denmark. AeroLeads shows a matched LinkedIn profile for G. Dudnik.
G. Dudnik previously worked as Research Assistant at Institute Of Biological Psychiatry (Ibp), Mental Health Services, Sct. Hans and Bioinformatician at Rigshospitalet. G. Dudnik holds Master Of Science (M.Sc.), Computational Biomedicine (Bioinformatics) from University Of Southern Denmark.
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passion for bioinfo & data science ( machine learning )
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Roskilde, Zealand, Denmark
R, RStudio, tidyverse, ggplot2, statistics, Bayesian statistics, linear models, epidemiology, Linux, shell, Git, Anaconda, social sequence analysis, multidimensional scaling (MDS), PCA, UMAP, multiple factor analysis (MFA), unsupervised machine learning (clustering), data management, feature engineering
Copenhagen, Capital Region, Denmark
Center for Genomic Medicine.bulk RNAseq data analysis via DESeq2, generalized linear models (GLM), general applied statistics (data visualization + inference), R, RStudio, tidyverse (dplyr, ggplot2), PCA, machine learning (supervised (XGBoost classifier) with caret & unsupervised (clustering)), R Markdown, Python, Pandas, NumPy, web scraping via Selenium.
København, Hovedstaden, Danmark
"KSDWWVD1KU Data in the Wild: Wrangling and Visualising Data" postgraduate course 7.5 ECTS credits:data science, feature engineering, scraping, dataviz, Git, Python, Pandas, Matplotlib, Beautiful Soup, Scrapy, Selenium, web API/JSON
Copenhagen, Capital Region, Denmark
"NDAK16003U Introduction to Data Science (IDS)" postgraduate course 7.5 ECTS credits:statistics, data science, machine learning, Python, NumPy, Matplotlib, scikit-learn
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Mads Holm
Colleague at Institute Of Biological Psychiatry (Ibp), Mental Health Services, Sct. HansCopenhagen, Capital Region Of Denmark, Denmark, Denmark
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MV
Morteza Vaez
Colleague at Institute Of Biological Psychiatry (Ibp), Mental Health Services, Sct. HansCopenhagen, Capital Region Of Denmark, Denmark, Denmark
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SR
Saeid Rasekhi Dehkordi
Colleague at Institute Of Biological Psychiatry (Ibp), Mental Health Services, Sct. HansCopenhagen, Capital Region Of Denmark, Denmark, Denmark
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SM
Simone Montalbano
Colleague at Institute Of Biological Psychiatry (Ibp), Mental Health Services, Sct. HansCopenhagen, Capital Region Of Denmark, Denmark, Denmark
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HH
Hakon Heimer
Colleague at Institute Of Biological Psychiatry (Ibp), Mental Health Services, Sct. HansCopenhagen, Capital Region Of Denmark, Denmark, Denmark
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JR
Jesper Robert Gådin
Colleague at Institute Of Biological Psychiatry (Ibp), Mental Health Services, Sct. HansRoskilde, Region Zealand, Denmark, Denmark
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AS
Andrew Schork
Colleague at Institute Of Biological Psychiatry (Ibp), Mental Health Services, Sct. HansCopenhagen, Capital Region Of Denmark, Denmark, Denmark
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LA
Lea Arregui Nordahl Christoffersen
Colleague at Institute Of Biological Psychiatry (Ibp), Mental Health Services, Sct. HansDenmark, Denmark
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MD
Morten Dybdahl Krebs
Colleague at Institute Of Biological Psychiatry (Ibp), Mental Health Services, Sct. HansCopenhagen, Capital Region Of Denmark, Denmark, Denmark
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SS
Soha Sabtiy
Colleague at Institute Of Biological Psychiatry (Ibp), Mental Health Services, Sct. HansCopenhagen Metropolitan Area, Denmark
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Courses passed: - DM857 Intro. to Programming, 10 ECTS credits (Python, Java) - DM847 Intro. to Bioinfo., 10 ECTS credits (seq. analysis.
contains topics like MCMC, DIC, diagnostics, autocorrelation, burn-in, covergence, ergodicity, empirical prior, conjugate prior.
Bayesian stats, MCMC, INLA, Laplace Approximation, GLM, Mixed Effects, Structural Equation Model (SEM)
contains topics like Bayesian stats, conjugate priors, design of MCMC-samplers (Gibbs, Metropolis-within-Gibbs), rejection sampling.
contains topics like Markov Chain Monte Carlo (MCMC: Metropolis-Hastings, Gibbs sampling), Simulated Annealing (optimization/operations.
contains topics like FFN, CNN, GAN, RNN/LSTM, Keras/TensorFlow, gradient descent, linear algebra + PCA, linear regression, logistic.
contains topics like numerical solutions for ODE/PDE (Euler, (adaptive) RK4, FTCS, von Neumann stability, spectral analysis.
completed 2 years of coursework
Quick answers generated from the profile data available on this page.
G. Dudnik works for Institute of Biological Psychiatry (IBP), Mental Health Services, Sct. Hans.
G. Dudnik is listed as MSc in Bioinformatics / Data Nerd at Institute of Biological Psychiatry (IBP), Mental Health Services, Sct. Hans.
G. Dudnik is based in Region Zealand, Denmark, Denmark while working with Institute of Biological Psychiatry (IBP), Mental Health Services, Sct. Hans.
G. Dudnik has worked for Institute Of Biological Psychiatry (Ibp), Mental Health Services, Sct. Hans, Rigshospitalet, It-Universitetet I København, Danish Emergency Management Agency, and Department Of Computer Science, University Of Copenhagen - Diku.
G. Dudnik's colleagues at Institute of Biological Psychiatry (IBP), Mental Health Services, Sct. Hans include Mads Holm, Morteza Vaez, Saeid Rasekhi Dehkordi, Simone Montalbano, and Hakon Heimer.
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G. Dudnik holds Master Of Science (M.Sc.), Computational Biomedicine (Bioinformatics) from University Of Southern Denmark.
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