Introduction to Geospatial Data and Analytics - Concepts, Tools, and Methods
Hosted by Joe Blankenship
Wednesday, Aug 23 | 9:00am - 12:00pm
Understanding the fundamentals of spatial data can add rich context and dimensionality to your data analysis. This workshop introduces learners to the basics of geospatial analysis, standard tools, and the application of methods on real-world data. Attendees will learn about spatial data and theory in a quick presentation to establish the factors essential to using spatial data. Learners will then...
...n use QGIS and Python to perform spatial data analysis. This 3-hour course of instruction will provide the learner with the essential skills to implement spatial data analysis in their data practices.
AI-Generated Graph Database Queries - Developing an algorithm that uses an LLM to support Natural Language Queries (NLQs)
Hosted by Tim Toohill
Wednesday, Aug 23 | 1:00pm - 4:00pm
We start by reviewing different types of databases, such as SQL, NoSQL, and graph databases, and we discuss the advantages of each for NLQ. We then identify a dataset that we can use to answer questions. We build a relatively simple ETL pipeline to load the dataset into a property graph. Using Python, we walk through the implementation of an algorithm to align a Large Language Model (LLM) to the p...
...property graph schema and process its output. Finally, we will see how I implemented NLQ in a full stack property graph application.Workshop tickets sold separately