Association rules

Microlearning series on association rule mining - Part 1

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Conditional probability density plots

Visualizing how the conditional distribution of a categorical variable changes over the values of a numerical variable.

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Introduction to survival analysis

Microlearning series on survival analysis - Part 1

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Google custom search API

A quick primer on programmatically searching the web using Google.

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Calculate principal components of mixed-type data

Microlearning series on principal component methods - Part 2

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Supervised discretization of continuous variables

Using supervised discretization of continuous variables for exploratory data analysis.

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An experiment in microlearning

Bite-sized learning in data science.

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Principal component methods

Microlearning series on principal component methods - Part 1

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Automated exploratory data analysis starter-kit

Three R packages for fast EDA with minimal code.

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Data science and machine learning podcast database

A round up of data science and machine learning podcasts by querying the iTunes Search API.

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Interactive circle packing plots

A quick interactive plot to visualize hierarchical data.

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Poking around the data science community on Medium.com - Part 2

Part 2 of my hobby project analyzing data science articles published on Medium.

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Poking around the data science community on Medium.com - Part 1

Part 1 of a hobbey project analyzing all Medium data science articles published since 2009.

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Association Rule Learning in SQL

A quick set of SQL queries that can perform association rule analysis.

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Longitude and Latitude in SQL

Longitude and Latitude in SQL

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The Data Science Handbook - #1 Overview

Post #1 of a chapter-by-chapter reading through The Data Science Handbook (2017) by Field Cady.

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Knowing Where to Look: How to Find Answers to Programming Questions

Always look in these places first if you have a problem you can't solve yourself.

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Tech Stacks and StackShare

If you are thinking of building a website or an app of some kind that requires multiple technologies working together, check out StackShare to get a sense of what might suit your needs.

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Heroku Django Cheat Sheet

A set of what I found to be the most useful Heroku commands when building this site

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