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blog > authors > Melanie Uhde
Melanie Uhde

Melanie Uhde

I’m a Ph.D. in Immunology with hands-on experience in applying Machine Learning tools in Python and R. At Columbia University Medical Center, I led research projects on the identification of patient subsets to find new treatment options by applying machine learning models such as linear regression, principal component analysis, or linear discriminant analysis. I realized the potential of well-executed machine learning algorithms and the power of Big Data, which inspired me to complete an intensive boot camp at the NYC Data Science Academy. With competencies in Python/R, machine learning, and data engineering, I am now seeking opportunities to address business needs by blending machine learning skills with domain knowledge.

Articles Contributed by Melanie Uhde

Machine Learning

Machine Learning in Python: Predicting House Prices

by Nacho Moreno, Melanie Uhde, Alex Romero and Aungshuman Zaman
Sep 1, 2018
Background and motivation Housing is one of the most valuable economic assets an individual can purchase during his...
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Web Scraping

Who is next? Analysis of cyber attacks between 2017 and 2018

by Melanie Uhde
Aug 13, 2018
AT A GLANCE Project Type Web Scraping and Data Visualization Project Name Analysis of cyber attacks between 2017...
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R Shiny

Can We Make NYC Safer for Cyclists?

by Melanie Uhde
Jul 29, 2018
AT A GLANCE Project Type Data visualization with an interactive web application Dataset NYPD Motor Vehicle Collisions with...
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