Articles

visualizing datasets with t-SNE

Visualizing Datasets

Study variable correlations with matplotlib and seaborn, and use dimensionality reduction (PCA, t-SNE) to display complex datasets.

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fit to the COVID-19 data and extrapolation, with uncertainties

COVID-19 Analysis: Uncertainties

Learn how to analyse the COVID-19 data from JHU by yourself, with a proper treatment of the uncertainties.

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COVID-19 Analysis

COVID-19 Analysis

Analyse the COVID-19 data from John Hopkins University by yourself with python (pandas, holoviews, matplotlib)

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matplotlib for machine learning

Matplotlib for Machine Learning

Learn the basics of matplotlib in 1h. You'll make your first plots with a toy machine learning example.

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numpy for machine learning

Numpy Crash Course for Machine Learning

Learn the minimum numpy needed to get started with machine learning (1h course)

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python for machine learning

Python Crash Course for Machine Learning

You want to get started with machine learning but you don't know python? You're at the right place! (1h course)

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screenshot of this blog with perfect jupyter integration

Jupyter Notebooks in Web Pages

Learn how to integrate jupyter notebooks in a web page, and how to highlight code and show nice equations.

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choropleth map of the french population, by department

Choropleth Maps in Python

Create a choropleth map with geoviews and geopandas.

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real estate transactions displayed on a google map

Show your Data in a Google Map with Python

Create an interactive display for geographical data with python: real-estate prices near Geneva.

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wagtail logo

Welcome to the New Blog!

This blog is now powered by django and wagtail, and is now hosted at my place. Here's what I did.

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