Interactive plots for blogging

September 13, 2021

Using Plotly, Bokeh and Altair for interactive visualizations in the blog posts


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Finding the spy - post on Markov Chains and stochastic matrices

August 10, 2019

Using puzzle on tracing the high profile spy as excuse to showcase Markov Chains and demonstrate usage and properties e.g. Stationary distribution


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How to organize Data Science project based on Jupyter notebook

January 05, 2019

Having several notebook-based projects behind you might result in mess in projects directory. Organize your Data Science project based on Jupyter notebooks in a way that one can navigate through it. Especially that “the one” will be most probably you in few months time. To achieve that: keep your projects’ directory clean, name the project in a descriptive way and take care of internal structure of the project.


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What’s cooking

April 05, 2018

Exploratory Data Analysis of the Kaggle’s “What’s cooking” competition dataset to get understanding what kind of data we are dealing with and get intuition of existing dependencies.


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Blockchain implementation

March 26, 2018

Python implementation of blockchain in few lines of code.


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