R community is amazing with sharing excellent learning resources for free. And it seems never ending!.
If you are like me, you might have missed a lot of “#rstats resource advent” daily tweets containing fantastic R resources from RStudio’s Mara Averick (@dataandme).
Not to worry, you have all the #rstats resource advent tweets from Day 1 is collated here. Thanks @dataandme.
Holiday period is great for catching up on things you missed. Have fun.
? Mixing things up this year w/ an #rstats FREE resource #Advent2019…
1?? @nacnudus' amazing guide to dealing w/ even the most horrifying of spreadsheets…
? "Spreadsheet Munging Strategies" https://t.co/kNv51Mvhyn
(these images are just the tip) pic.twitter.com/m0IDRMMDXx— Mara Averick (@dataandme) December 1, 2019
?? Day 2 advent of #rstats resources…
? "R syntax comparison" ??? @AmeliaMN https://t.co/kZDLyxAqIx
? FAQs: https://t.co/nrJqJmB1la
? Cuz there are always lots of ways to do the same thing… pic.twitter.com/TzMCoSSO17— Mara Averick (@dataandme) December 2, 2019
3?? Day 3 of #rstats resource advent…
? "Generalized Additive Models in R · A Free Interactive Course" by @noamross https://t.co/TgBTk707Cl
? Noam talks GAMs https://t.co/Zd79VCmTDb via @LanderAnalytics— Mara Averick (@dataandme) December 3, 2019
? Day 4 of #rstats resources advent…
? "Supervised machine learning case studies in R! · A free interactive course"
? The inimitable @juliasilge takes you through concepts and case studies!https://t.co/4WylJe6zBx #rstats— Mara Averick (@dataandme) December 4, 2019
? Day 5 of #rstats resource advent:
? "Forecasting Principles and Practices" by @robjhyndman & George Athanasopoulos https://t.co/cLEy7Doivy (3rd ed. uses tidyverts pkgs)
?Bonus: Super handy workshop and course slides, too! pic.twitter.com/XFgrPnGI93— Mara Averick (@dataandme) December 5, 2019
6?? Day 6 of #rstats resources advent:
? The wonderful stash of @rOpenSci community calls!
?? "Commcalls – rOpenSci" https://t.co/x8dRjbf6E6
? /* ex. featuring @benmarwick, @_inundata, & @annakrystalli */ pic.twitter.com/MwV3dmLEIf— Mara Averick (@dataandme) December 6, 2019
? Day 7 of #rstats resources advent
? Interactive R lessons w/ @swirlstats
? "{swirl}: Learn R, in R." https://t.co/c88k0mWzGZ
? Courses from intro to advanced by @rdpeng, @seankross, @jonmcalder and MOAR https://t.co/II10ZL8tZ6 pic.twitter.com/1Qhw4nhRtd— Mara Averick (@dataandme) December 7, 2019
? Day 8 of #rstats resource advent…
? This one's a classic for a reason!
? "The R Inferno" by @burnsstat https://t.co/AyyeC8O9eN pic.twitter.com/KYeODtqdzI— Mara Averick (@dataandme) December 8, 2019
9?? Day 9 of #rstats resource advent
? Take @ptwobrussell's book, add in R and @kearneymw's {rtweet}, toss in @hrbrmstr's skills, and behold:
??? "21 Recipes for Mining Twitter Data w/ rtweet" https://t.co/yUVZDdnT2Q pic.twitter.com/dwJUYWFdU4— Mara Averick (@dataandme) December 9, 2019
? Day 10 of #rstats resource advent
? A guide that just keeps getting better (updated Jun 2019)
? "Static and dynamic network visualization w/ R" by @Ognyanovahttps://t.co/MgNJpeJAXw #rstats #dataviz pic.twitter.com/TJxOs4mjts— Mara Averick (@dataandme) December 10, 2019
? Day 11 #rstats resource advent!
???? ModernDive a fab teaching (and learning) text from the ground up!
? "Statistical Inference via Data Science" by @old_man_chester & @rudeboyberthttps://t.co/HZjiTNmCQN @moderndive #rstats pic.twitter.com/lTfxAZbIWg— Mara Averick (@dataandme) December 11, 2019
? Day 12 of #rstats resource advent…
??? From file structures, to literate programming and version control…
? "A Guide to Reproducible Code in Ecology & Evolution" by @BritishEcolSoc https://t.co/CpzayfI1d1 #rstats (*useful regardless of discipline*). pic.twitter.com/ip6Gm1oVsn— Mara Averick (@dataandme) December 12, 2019
? Day 13 of #rstats resources advent!
? Another fun interactive, this one by @tladeras & @datapointier!
? "RBootcamp · A free online course about the basics of the tidyverse"https://t.co/vSHOaYDMBD— Mara Averick (@dataandme) December 13, 2019
? Whoops – belated Day 14 #rstats resource advent!
? Slides, vid, SO MANY great links!
? "Docker for the UseR" by @noamross https://t.co/v64FwSbz6z #Docker pic.twitter.com/kh4dKQWh7p— Mara Averick (@dataandme) December 15, 2019
???? Day 15 #rstats resources advent
? A go-to that just keeps getting better…
? "Happy Git and GitHub for the useR" by @JennyBryan, @STAT545, & @jimhester_ https://t.co/E6m3KBcQne— Mara Averick (@dataandme) December 15, 2019
? Day 16 #rstats resource advent:
? "A guide to making your data analysis more reproducible" by @_inundata
? slides, resources, vid: https://t.co/oCvPRKbNdj
? Incl: Packaging Data Analytical Work Reproducibly Using R (and Friends) by @benmarwick, @cboettig, & @lincolnmuller pic.twitter.com/4PHATtsMde— Mara Averick (@dataandme) December 16, 2019
? Day 17 #rstats resource advent (belated)
? @kjhealy's viz book is one of my hands-down faves! Great for self-study and teaching!
? "Data Visualization: A practical introduction"https://t.co/8AS6tUHDXe #dataviz
My Goodreads review in case you care: https://t.co/vjcVddztfa pic.twitter.com/iVpXnYlPUc— Mara Averick (@dataandme) December 18, 2019
? Day 18 #rstats resource advent:
? An oh-so handy cheat sheet
? "Basic Regular Expressions in R" by Ian Kopacka https://t.co/zCVHLeIKRZ #RegEx pic.twitter.com/JRB5b0yRZw— Mara Averick (@dataandme) December 19, 2019
? Day 19 #rstats resource advent
? @cpsievert covers all the plotly things in this one…
? "Interactive web-based data visualization with R, plotly, and shiny" https://t.co/18u1MOytbT #dataviz pic.twitter.com/r0JxuZBjSx— Mara Averick (@dataandme) December 19, 2019
? Day 20 #rstats free resource advent.
??? @CMastication and @pteetor have cooked up something special…
? "R Cookbook, 2nd Edition" https://t.co/PrTUXhrjET
/* sorry the order of sections is ?…I was in too deep to fix it! PDF outline https://t.co/VMtzE2rPTr */ pic.twitter.com/v4SxDPvTOR— Mara Averick (@dataandme) December 20, 2019
?? Day 21 #rstats resource advent (belated, again)
?? From basics to creating formats of your own…
? "R Markdown: The Definitive Guide" by @xieyihui, @fly_upside_down, & @StatGarrett https://t.co/gKoF4u6NR8— Mara Averick (@dataandme) December 22, 2019
? Day 22 #rstats resource advent
? A friendly, applied guide from @bradleyboehmke & @bgreenwell8
? "Hands-On Machine Learning with R"https://t.co/P9gUVo3lDp pic.twitter.com/LF9MMMOM3j— Mara Averick (@dataandme) December 22, 2019
? Day 24 #rstats resource advent…
? A WIP that contains multitudes of wisdom:
? "What They Forgot to Teach You About R" by @JennyBryan & @jimhester_https://t.co/sNrrssTkZg ? ? URL pic.twitter.com/gixB4UCmeD— Mara Averick (@dataandme) December 23, 2019
? Day 24 (for real) of #rstats resource advent
? Not strictly R, but all the @swcarpentry lessons are mint!
? "Software Carpentry: Our Lessons" https://t.co/sGjNNseesa pic.twitter.com/qqAaHjuP4i— Mara Averick (@dataandme) December 24, 2019
? Day 25 #rstats resource advent…
? @jtleek, @Shannon_E_Ellis and many more bringing DS ed. to anyone w/ a web browser!
?? "Chromebook Data Science" https://t.co/wePDJMRHhS
? about https://t.co/1n7wAgwX9y
? @leanpub site https://t.co/85vN7x2iPO— Mara Averick (@dataandme) December 25, 2019
