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Articles tagged with #statistics
Cover Photo by Nasonov Aleksandr on Unsplash Overview This is a continuation of my progress through Data Science from Scratch by Joel Grus. We'll use a classic coin-flipping example in this post because it is simple to illustrate with both concept an...
Cover Credit Overview Itertools are a core set of fast, memory efficient tools for creating iterators for efficient looping (read the documentation here). Itertools Permutations One (of many) uses for itertools is to create a permutations() function...
Context There are several posts that could serve as context (as needed) for the concepts discuss in this post including these posts on: Conditional Probability Bayes' Theorem Bayes' Application & Code Distributions In this post, we'll cover probabi...
Overview This post is chapter 6 in continuation of my coverage of Data Science from Scratch by Joel Grus. We will work our way towards understanding conditional probability by understanding preceding concepts like marginal and joint probabilities. A...
Overview This post is chapter 5 in continuation of my coverage of Data Science from Scratch by Joel Grus. It should be noted upfront that everything covered in this post can be done more expediently and efficiently in libraries like NumPy as well as...
Datasaurus Introduction note: This post uses R, Rmarkdown, and packages in the Tidyverse and other R packages. I recently came across the Datasaurus dataset by Alberto Cairo on #TidyTuesday and wanted to create a series of charts illustrating the l...
