Julia For Data Science

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Artifacts!

In this article we'll cover what artifacts are and how to use them, both as a package user and a package developer. What is an Artifact? In Julia, an artifact is simply a fixed/immutable something that a package needs (that isn't Julia code). This could

Cheatsheets

This post is an attempt to aggregate all of the cheatsheet resources that Julia community members have created (last updated Nov 9, 2021).

Using JSON Web APIs from Julia

Using JSON Web APIs from Julia

A common way to access data is through web APIs that return a JSON response. In this post we'll look at how the XKCD.jl package implements a user-friendly interface for accessing the xkcd webcomic's JSON interface.

The Best Data Science Talks of JuliaCon 2021

JuliaCon 2021 has come and gone. I've finally finished getting through my backlog of talks to watch and wanted to share my favorites (that fall under the category of data science).

Calling R From Julia

You'll often find R packages that do not have Julia counterparts. Thankfully, Julia and R work together seamlessly via RCall.jl

Big CSVs

In this post we'll analyze larger-than-memory CSV files.

Performance Tips

Performance Tips

Here we'll cover some easy performance wins.

Animations with Plots.jl

Animations with Plots.jl

Animations tell a story that static images are unable to tell by adding an extra dimension (often time). They are also more engaging to an audience...

First Steps #5: Pluto.jl 🎈

Pluto.jl provides a reactive notebook environment specific to Julia.

First Steps #4: Digging Into DataFrames

DataFrames.jl [https://github.com/JuliaData/DataFrames.jl] provides the most widely used tabular data [https://www.w3.org/TR/tabular-data-model/#intro] structure in Julia. In this post we'll explore DataFrames using sample data from RDatasets.jl [https://github.com/JuliaStats/RDatasets.jl] (and we'll plot

Julia Quickstart

I've heard of Julia. What's it Like to Code in It?

First Steps #3: A Primer on Plots

First Steps #3: A Primer on Plots

This post #3 in our First Steps series. Want to learn Julia but don't know where to start? Start here!

First Steps #2: The REPL

First Steps #2: The REPL

This is post #2 in our First Steps series. Want to learn Julia but don't know where to start? Start here!

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First Steps #1: Installing Julia

This is post #1 in our First Steps series. Want to learn Julia but don't know where to start? Start here!

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Welcome!

Thanks for checking out the Julia for Data Science Newsletter! We post high-quality articles to help you learn Julia with emphasis on data science. Articles range from: * 🚀 Installing and Setting Up Julia. * ⚡ Performance Tips. * ❤️ Tours of Cool Julia Packages. * 🔥 In-Depth Tutorials. * 😀 And more! What Brought You Here? We want to