Dataviz

Visualize your data before and after machine learning

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.

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.

choropleth map of the french population, by department

Choropleth Maps in Python

Create a choropleth map with geoviews and geopandas.

COVID-19 Analysis

COVID-19 Analysis

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

Interactive Visualization with Bokeh

Interactive Visualization with Bokeh

Visualization is absolutely essential in data analysis, as it allows you to directly feed your data into a powerful neural network for unsupervised learning: your brain. Learn how to use bokeh to dig deeper in your data!