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Simulating a Galton board with Markov chains

Date Sat 25 January 2020 Tags python / numpy / scipy / matplotlib

We will use the stationary distribution of an absorbing markov chain to simulate a Galton board.

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Use Cython to speed up your Python code

Date Mon 02 September 2019 Tags python / cython

In this notebook will try to convert pure Python code to Cython and test speed up with magic functions.

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Number sequences visualisation with python

Date Thu 29 August 2019 Tags python / notebook / numpy

In this notebook we will compute and visualise some famous and nice looking number sequences.

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Stock market portfolio optimisation

Date Fri 12 July 2019 Tags python / notebook / finance / pandas / portfolio

The goal of this notebook is to provide an introduction to stock market portfolio optimisation using Python.

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Stock performance analysis using python Financial Functions

Date Thu 11 July 2019 Tags python / notebook / finance / ffn / matplotlib

Continuing short series on data analysis applied to finance, this article is a step further into exploring Python’s many functionalities towards stock market diagnosis.

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Stock market candlestick charts with plotly and python

Date Wed 10 July 2019 Tags python / notebook / finance / pandas / plotly

This article is the first of a short series on data analysis applied to finance, in which I’ll seek to demonstrate a few useful artifacts used by stock market professionals, data analysts and traders. The whole approach is done using Python.

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Testing hypothesis on football data-set from kaggle

Date Fri 10 May 2019 Tags python / notebook / statistics / pandas / kaggle / seaborn / matplotlib / ANOVA

In this notebook we will use the data-set, International football results from 1872 to 2019. We will try ANOVA hypothesis testing technique.

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