How to Determine Which Model to Use in a Data Science Problem

Posted: 16 Oct 2018

An introduction to tokenizers and vectorizers and their various parameters in scikit-learn and nltk. Learn how to process natural langauge data before fitting a model.

Using Pipelines and Gridsearch in Scikit-Learn

Posted: 11 Sep 2018

An introduction to pipelines and gridsearching in the scikit-learn library. Explanation of pipelines and gridsearch and codealong included

Decision Trees and Random Forests

Posted: 05 Sep 2018

Introduction to Decision Trees and Random Forests in scikit-learn