Nikolai Shaposhnikov

Data Scientist, Astronomer


Welcome to my Data Science Portfolio

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Supernova Clustering Viz

Here I apply clustering to a spectral data from supernova remnants.

Tools used: python bokeh vizualization package.


HAR Classification

In this example I build a classification from UCI Human activity data set.

Tools: scikit-learn


2017 DC Crimes Visualization

This is vizualized data on Washington DC crime reports during 2017. It is a dockerized python dash applicaton hosted on AWS Elactic Container Service

Tools: docker, Dash, AWS


Analysis of Scientific Abstracts with NLP

Predicting the journal of publication using the text of its abstracts.

Tools: scikit_learn, NLTK


Contacts:

Please email me at shaposhnikov@gmail.com