September 12, 2016

Presentation: A Tour of the Python Data Science Ecosystem

I’ll be giving a brief introduction to several libraries in Python that are useful in data science and machine learning at the Longmont Data Science meetup on Thursday, September 22, 2016. I’ll cover a basic workflow using pandas, numpy, and scikit-learn, then very briefly show how the deep learning libraries TensorFlow and Keras follow similar idioms.

My goal is to present something more like a map than a tutorial. You should come away with an idea of which libraries to look into when solving certain problems, and how the various pieces fit together into a machine learning workflow.

Tags: data science pandas python machine learning numpy