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Posts

• Notes on Correlation and Related Stuff ¶

  Here are some notes on correlation and related measures such as predictive power score. These can be used for exploring your data prior to modeling or just for analysis

  Sep 20, 2020

• Learn Pandas Part 2 - Reading CSV Files

  In this post we learn the basics of reading CSV files using pandas

  Sep 17, 2020

• Learn Pandas Part 1 - The Basics

  In this post we learn the basics of pandas dataframes

  Sep 7, 2020

• Easy Machine Learning with PyCaret

  This notebook shows a basic data science workflow using Pycaret - a new Python machine learning library

  May 19, 2020

• Building a COVID-19 Research Engine

  The COVID-19 Open Research Dataset Challenge dataset was created on Kaggle by a coalition of research groups to encourage Kagglers to help find solutions to the COVID-19 pandemic by making it easier to search thousands of medical research papers. This notebook was my contribution to the challenge

  May 8, 2020

• Estimating COVID-19's Rt in Real-Time for Canada

  This article uses the techniques demonstrated by Kevin Systrom to calculate realtime Rt for Canadian provinces

  Apr 20, 2020

• Model Explainability¶

  In this article we look at model explainability using model fingerprints

  Mar 13, 2020

• Artic Sea Ice Extent

  In this article we produce a chart of monthly artic sea ice extent

  Mar 12, 2020

• Creating a Dataset for Classification

  In this article we learn how to create datasets for machine learning classification

  Mar 9, 2020

• Fastpages Notebook Blog Post

  A tutorial of fastpages for Jupyter notebooks.

  Feb 20, 2020

• An Example Markdown Post

  A minimal example of using markdown with fastpages.

  Jan 14, 2020