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Nion M. Dransfeld

Civil Engineer | Data Scientist | Machine Learning Engineer

I am a data specialist with experience in deploying applications using Docker, Streamlit and Shiny.This site presents my projects and also offers educational content on geosciences, statistics, data science, programming, and machine learning.


Projects

The projects below showcase my commitment to creating solutions using data science, machine learning, and application deployment.

Carrossel de Projetos Completo


Technology Stack

Latest Content

What You’ll Find Here

In-Depth Analyses

Explore detailed articles and case studies where I apply machine learning and statistics to solve real-world problems.

Code Solutions & Guides

Find practical, step-by-step tutorials and reusable scripts to help you implement complex data science techniques.

R & Python Package News

Stay updated with commentary and reviews on the latest machine learning packages and tools in the R and Python ecosystems.

Project Deep Dives

Go behind the scenes of my projects to understand the methodology, architecture, and challenges involved.

Insights

Data science is not about making complicated models. It's about making it simple enough to understand the problem at hand and then robustly solving it.

– Dr. N.R. Srinivasa Raghavan

Overfitting is more dangerous than failing to build the most powerful model possible.

– Pedro Domingos