Episode 4 - Data Science in Production Ft. Leanne Fitzpatrick

PyDataMCR

Welcome to PyDataMCR episode 4 , today we are talking with Leanne Fitzpatrick, Head of Data at Hello Soda. Leanne is a Passionate data leader with experience developing, implementing and growing a data analytics and data science function within (what was) a start up business, and is an advocate of getting data science straight into production. We gave some fan service by talking about american football for our american audience, and some beer chat for our Manchester audience too!

Show Notes

Docker - https://www.docker.com/

Jupyter - https://jupyter.org/

Anaconda - https://www.anaconda.com/

Martin Fowler on refactoring - https://www.martinfowler.com/books/refactoring.html

Lime - R package - https://cran.r-project.org/web/packages/lime/vignettes/Understanding_lime.html

Airflow - https://airflow.apache.org/

Git lfs - https://git-lfs.github.com/

Kubernetes - https://kubernetes.io/

Go cd - https://www.gocd.org/

Hypotheses - https://hypothesis.readthedocs.io/en/latest/

Brewery recommendations

Zilker Brewery

Hops & Grain

Blue Owl

Lazarus

Jester King

Special mention to cool, welcoming bars: Latchkey, Hi Hat

Edited by Jack Ridley