Julia for data science pdf

Learn Data Science with #JuliaLang

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

Jun 24, 2022 3 min read

Cheatsheets

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

Nov 9, 2021 1 min read

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.

Nov 4, 2021 2 min read

JuliaCon 2021

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).

Aug 17, 2021 5 min read

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

Jun 10, 2021 2 min read

Big CSVs

In this post we'll analyze larger-than-memory CSV files. Jun 3, 2021 3 min read

Performance Tips

Here we'll cover some easy performance wins. May 21, 2021 5 min read

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.

May 7, 2021 3 min read first steps

First Steps #5: Pluto.jl 🎈

Pluto.jl provides a reactive notebook environment specific to Julia. Apr 29, 2021 4 min read first steps

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

Apr 22, 2021 4 min read

Julia Quickstart

I've heard of Julia. What's it Like to Code in It? Apr 13, 2021 6 min read first steps

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!

Apr 5, 2021 4 min read

First Steps #2: The REPL

first steps

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!

Mar 30, 2021 4 min read first steps

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!

Mar 25, 2021 2 min read

Welcome!

hello world

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