Robert R.F. DeFilippiWhat is Your Data Science Salary? — A Public SpreadsheetI’ve been going over many many Reddit posts, glassdoor salary profiles, and different forum posts to find one location where everyone can…Oct 31, 2018Oct 31, 2018
Robert R.F. DeFilippiCleaning and Prepping Data with Python for Data Science — Best Practices and Helpful PackagesPOct 15, 20182Oct 15, 20182
Robert R.F. DeFilippiCookiecutter Data Science — Organize your Projects — Atom and JupyterOne thing prevalent in most data science departments is messy notebooks and messy code. There are examples of beautiful notebooks out…Sep 23, 201813Sep 23, 201813
Robert R.F. DeFilippiMajor Points from PyData’s “So you want to be a Python expert?”PrefaceSep 18, 2018Sep 18, 2018
Robert R.F. DeFilippiSimple Automatic Feature Engineering — Using featuretools in Python for ClassificationPrefaceSep 4, 20185Sep 4, 20185
Robert R.F. DeFilippiF-tests and ANOVAs — Examples with the Iris datasetI had a colleague ask me recently what the purpose of an F-test was, and I wanted to provide him with some additional resources with my…Aug 24, 20182Aug 24, 20182
Robert R.F. DeFilippiExplaining the Josephus AlgorithmI came across this interesting algorithm called the Josephus Problem while doing some research, and it really started to make me think…Aug 21, 20189Aug 21, 20189
Robert R.F. DeFilippiWhat is the Exponential Distribution: A Gentle Introduction — Questions and Examples with PythonTL;DRAug 14, 20181Aug 14, 20181
Robert R.F. DeFilippiBoosting, Bagging, and Stacking — Ensemble Methods with sklearn and mlensBinning, bagging, and stacking, are basic parts of a data scientist’s toolkit and a part of a series of statistical techniques called…Aug 4, 20188Aug 4, 20188
Robert R.F. DeFilippiBuilding a Churn Model with Keras, Flask, Heroku, and Postgres — Deploying a Usable Model to…The first part of the series is here.Jul 15, 2018Jul 15, 2018
