Finding the spy - post on Markov Chains and stochastic matrices

2019-08-10

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

2019-01-05

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

2018-04-05

Exploratory Data Anlysis 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 dependecies.


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Blockchain implementation

2018-03-26

Python implementation of blockchain in few lines of code.


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