rdebeasi / from-javascript-to-jupyter

Here are resources that I’m using to learn Jupyter, data science, and Jupyter widget development.

From JavaScript to Jupyter

Here are resources that I’m using to learn Jupyter, data science, mapping, and Jupyter widget development.

Foundations

Data science + Jupyter + Python

• Getting Started With Jupyter Notebook for Python
• Mapboxgl-Jupyter (repo, demo)
• Learn x in Y minutes, where X=python3
• Intro to Python for Data Science

Developing Jupyter Widgets

• Interactive Widgets (demo)
• Creating a Jupyter Widget
• Widget-cookiecutter

Mapping

• Getting Started on Geospatial Analysis with Python, GeoJSON and GeoPandas
• GeoServer
• Intro to PostGIS

Containerized Jupyter

• docker-stacks
• JupyterHub for OpenShift

User Experience

• Mapbrief - In particular, see How the Public Actually Uses Local Government Web Maps
• Why does Data Vis need a style guide? (video) - See also the transcript for this video.

Code Quality & Testing

• Testing Jupyter Notebooks

Next Steps & Inspiration

• A gallery of interesting Jupyter Notebooks
• OpenVis Conf - See videos from past conferences (2017 - 2013).