A repository for various presentations. If there are any issues or questions, please feel free to reach out or create an issue!
The notebook intro_to_gis.ipynb, goes over a few simple example demos of using geospatial data.
The main slideshow can be found here
These include:
- Starbucks point data, with Latitude and Longitude features
- Census data, with a shapefile
- Parcel data, with a shapefile
- Spatially joining data with geospatial features
- A simple clustering example with location data
The main file is a python script with processes for downloading Covid 19 data from various sources.
- Note: the processes can be setup in an automated script, please see the notebook and python script for additional details
A sample notebook is included: covid_19_sample_load.ipynb
A brief tour of some of the recent work and progress on word embeddings.
- Note: weight files for many models are required, links are included in the main notebook.
This is a beginner introduction to APIs, what they are, and what you can do with them, with a special focus on python.
- Note: many of the APIs that require some form of authentication need to be registered for to be used.
On my methods and experience in participating in this challenge
slides code arXiv Springer