Articles visualization

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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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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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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data pipeline from sensors to database to visualization

Data pipeline with Docker, InfluxDB, and Grafana

Set up a typical data pipeline as may be used in experimental science and IOT, with Docker, InfluxDB, and Grafana.

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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!

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