Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
R (+) for Data Science
Search
Muhammad Aswan Syahputra
January 26, 2019
Programming
0
110
R (+) for Data Science
Muhammad Aswan Syahputra
January 26, 2019
Tweet
Share
More Decks by Muhammad Aswan Syahputra
See All by Muhammad Aswan Syahputra
#DS101: understanding the basics
aswansyahputra
0
68
Extending RStudio with Git(Hub)
aswansyahputra
0
86
Data rectangling in R: a journey from JSON to CSV
aswansyahputra
0
350
Data Carpentry with Tidyverse
aswansyahputra
0
190
Basic Git+GitHub
aswansyahputra
1
310
Let's build your first RStudio and Addins
aswansyahputra
0
140
Introduction to R +
aswansyahputra
1
310
R + RStudio Tips and Tricks
aswansyahputra
0
160
Blogging with R
aswansyahputra
0
100
Other Decks in Programming
See All in Programming
ファインディLT_ポケモン対戦の定量的分析
fufufukakaka
0
940
Introduction to kotlinx.rpc
arawn
0
770
Ça bouge du côté des animations CSS !
goetter
2
160
15分で学ぶDuckDBの可愛い使い方 DuckDBの最近の更新
notrogue
3
790
生成AIで加速するテスト実装 - ロリポップ for Gamersの事例と 生成AIエディタの活用
kinosuke01
0
130
5分で理解する SOLID 原則 #phpcon_nagoya
shogogg
1
390
もう僕は OpenAPI を書きたくない
sgash708
6
1.9k
pylint custom ruleで始めるレビュー自動化
shogoujiie
0
160
データの整合性を保つ非同期処理アーキテクチャパターン / Async Architecture Patterns
mokuo
55
19k
複数のAWSアカウントから横断で 利用する Lambda Authorizer の作り方
tc3jp
0
120
CDKを使ったPagerDuty連携インフラのテンプレート化
shibuya_shogo
0
110
From the Wild into the Clouds - Laravel Meetup Talk
neverything
0
170
Featured
See All Featured
The Power of CSS Pseudo Elements
geoffreycrofte
75
5.5k
Optimising Largest Contentful Paint
csswizardry
34
3.1k
A designer walks into a library…
pauljervisheath
205
24k
Site-Speed That Sticks
csswizardry
4
410
Building a Scalable Design System with Sketch
lauravandoore
461
33k
Documentation Writing (for coders)
carmenintech
68
4.6k
Fantastic passwords and where to find them - at NoRuKo
philnash
51
3k
RailsConf 2023
tenderlove
29
1k
ReactJS: Keep Simple. Everything can be a component!
pedronauck
666
120k
Fontdeck: Realign not Redesign
paulrobertlloyd
83
5.4k
Easily Structure & Communicate Ideas using Wireframe
afnizarnur
193
16k
Faster Mobile Websites
deanohume
306
31k
Transcript
dplyr::glimpse(rplus_4_datascience) Muhammad Aswan Syahputra @aswansyahputra www.aswansyahputra.com ...
Founded by Ross Ihaka & Robert Gentleman High level language
Interactive & Programming A swiss army knife for statistical tests and models, out-of-the box! Download R
“The closer you are to statistics, research, and data science,
the more you might prefer R”
But...
C Julia LuaJIT Rust Go Fortran Java JavaScript Matlab Mathematica
Python R Octave iteration_pi_sum matrix_multiply matrix_statistics parse_integers print_to_file recursion_fibonacci recursion_quicksort userfunc_mandelbrot 10 0 10 1 10 2 10 3 10 4 Sumber: https://julialang.org/benchmarks/
When R possess drawbacks but you can buy more RAM,
work in Rstudio, and use Tidyverse approach
Main features: • Console • Syntax-highlighting editor • Tools for
plotting, history, debugging and workspace management Download RStudio
Tidyverse?
Human thought Machine Language Source: https://github.com/rstudio-education/arm-workshop-rsc2019
Human thought Machine Language Source: https://github.com/rstudio-education/arm-workshop-rsc2019
Human thought Machine Language Source: https://github.com/rstudio-education/arm-workshop-rsc2019 The tidyverse is an
opinionated collection of R packages designed for data science.
Program Import Tidy Transform Visualise Model Communicate Understand Data science
activity
None
How to install it? install.packages(“tidyverse”) https://tidyverse.org/
With great codes, comes great bugs! - (not) Uncle Ben
Keep track of your code with Version Control System +
https://git-scm.com/ https://github.com/
Keep track of your code with Version Control System It
is available in RStudio!
Next? Have fun!
R for Data Science (r4ds.had.co.nz) Introduction to Statistical Learning (www-bcf.usc.edu/~gareth/ISL/)
Online books (bookdown.org) Online course (2 m.o access at DataCamp >> my.visualstudio.com) Need help? install.packages(“swirl”)
Telegram: @GNURIndonesia (t.me/GNURIndonesia) Web: www.indo-r.netlify.com GitHub: www.github.com/indo-r Indonesian R user
community
Indonesian R user community Kopdar useR! Bandung?
aswansyahputra@sensolution.id Telegram: @aswansyahputra GitHub: @aswansyahputra www.aswansyahputra.com Thanks!