Julia For Data Science
@JuliaForDataSci
All things data science in #JuliaLang!
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Last day to fill out the 2023 #JuliaLang Developer Survey! Do it! eu-submit.jotform.com/231302658707354
Hey all, This (asa-ssc.github.io/minisymp2022/) is a cool thing to virtually attend on Saturday. It's got some good stuff like a Keynote by @BatesDmbates and a "Data Jamboree" where we go through a data analysis in different languages. The #JuliaLang part will be led by yours truly.
I thought I'd share a convenient macro I put in my startup.jl that has improved my quality of life. Just `<at>dev` and you've got: 1. The package environment activated. 2. Revise loaded. 3. The package loaded. #JuliaLang
📢 New Post! It's been a while! Let's learn about developing a package that uses artifacts! juliafordatascience.com/artifacts/
New #JuliaLang package for writing web content (or just displaying things as MIME"text/html")! I'm happy with how this is shaping up: github.com/joshday/Cobweb…
Introduction to Computational Thinking: The blockbuster free online course from MIT 'Introduction to Computational Thinking' is taught using Julia and course materials are available for free online. computationalthinking.mit.edu/Spring21/ #julialang #freecourses #ComputationalThinking
New Post! Julia Cheatsheets: juliafordatascience.com/cheat-sheets/ #JuliaLang #JuliaForDataScience
juliafordatascience.com
Cheatsheets
This post is an attempt to aggregate all of the cheatsheet resources that Julia community members have created (last updated Nov 9, 2021).
📢 New post! Using JSON Web APIs from Julia. juliafordatascience.com/how-to-wrap-a-… #JuliaLang
Are you #hiring for a role which uses #JuliaLang? Reply below with the link 🔗🧵 #OpenSource RT's appreciated for visibility, let's get people hired!
After a long lull😅, we're getting back on track with a new post tomorrow. Stay tuned!
📢 New Post! The Best Data Science Talks of JuliaCon 2021: juliafordatascience.com/best-data-scie… #JuliaLang #JuliaCon2021
juliafordatascience.com
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).
We've been a little quiet lately, but we'll be picking back up soon! In the meantime, check out the #Juliacon2021 schedule! pretalx.com/juliacon2021/s…
📢 New Post! Calling R from Julia juliafordatascience.com/calling-r-from… #JuliaLang #RLang #Rstats
juliafordatascience.com
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
Make your #julialang code run as fast as possible: In this blog Josh Day (@heyjoshday) mentions some #performance gotchas you should avoid from the start so that you don't need to refactor code later on. juliafordatascience.com/performance-ti… #DataScience
📢 New post! Big CSVs in #JuliaLang juliafordatascience.com/big-csvs/
juliafordatascience.com
Big CSVs
In this post we'll analyze larger-than-memory CSV files.
📢 New Post! Performance Tips for Data Scientists. juliafordatascience.com/performance-ti… #JuliaLang
📢 New Post! Animations with Plots #JuliaLang juliafordatascience.com/animations-wit…
📢 New Post! First Steps #5: Pluto.jl juliafordatascience.com/first-steps-5-… #JuliaLang #PlutoJL
juliafordatascience.com
First Steps #5: Pluto.jl 🎈
Pluto.jl provides a reactive notebook environment specific to Julia.
📢 New Post! First Steps #4: Digging Into DataFrames. juliafordatascience.com/first-steps-4-… #JuliaLang
juliafordatascience.com
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...
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