Fresno Data Science Presentations

A repository for various presentations. If there are any issues or questions, please feel free to reach out or create an issue!

Introduction to Geospatial Data

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

Covid 19 Data Loading

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

Transfer Learning with Word Embeddings

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.

Introduction to APIs for Fetching Data

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.

Ariel Data Challenge at ECML-PKDD 2023

On my methods and experience in participating in this challenge
slides code arXiv Springer