@rob_rich

Getting Started with Spark and ML

by Rob Richardson

/rob_rich

https://robrich.org/

About Me

Rob Richardson

Rob Richardson is a software craftsman building web properties in ASP.NET and Node, React and Vue. He's a frequent speaker at conferences, user groups, and community events, and a diligent teacher and student of high quality software development. You can find this and other talks on https://robrich.org/presentations and follow him on twitter at @rob_rich.

Demo

Machine Learning app

The Tools

Demo

Hello Jupyter and Spark

Demo

ETL with Spark and Jupyter

Machine Learning

Sometimes the answer is
a simple dashboard.

Predictions != Answers

Danger:

If there's bias in your data,
the ML model will
amplify and exaggurate it.

Demo

Training and Using an ML Model