Kukurukurirana - 

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Kukurukurirana - 

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Over years, whenever someone talks about kudzidza data science ongororo, wekutanga mubvunzo unouya, "ndeupi mutauro wechirongwa wekusarudza". Zvakanaka, hazvisi zvechirongwa chete asi masisitimu akanaka. Nekufambira mberi kwetekinoroji, mitauro yekuronga, masystems uye akasiyana maturusi akaita kuti zvinyanye kuvhiringidza kusarudza chero ipi. Zvisinei, chokwadi chinoramba chiripo icho R iri iro ramangwana rezwi ra data sainzi.

It might be confusing on where to start, after all, no one wants to waste their time in completing a task only to come out empty handed. If you are aiming for an effective tool then you need to make sure that you are selecting a right tool and also to learn how to use too. This will help you to set your bhizimisi in the right direction. There are many things that will make you drop dead to stick to R.

Iko kune mukana mukuru wekuti iwe wakabatirirwa nemibvunzo yakadai seremangwana reR, mari, mabhenefiti, uye kunyangwe nei zvakasiyana pane chero mumwe mutauro. Zvakanaka, heino mhinduro kune zvese zvaunonetseka. Pane zvikonzero zvakawanda zvekuti R ive yepamusoro uye iri-kudiwa hunyanzvi:

Muchinjikwa chikuva kuenderana

R ndiyo inonyanya kudiwa software nekuti inobvumidza iwe kumhanya pane chero eanoshanda masystem. Iko hakuna mazhinji ekuronga mitauro iyo inokutendera iwe kuti udaro nekuti ivo vanoenderana nechero Hardware kana software. Zvisinei, izvi hazvisizvo nezvazvo R sezvo ichigona kumhanya mushe pane chero mhando yeInoshanda system inogona kuve Mac, Linux, kana kunyange Windows. Izvi zvinosiiwa kubva padambudziko rako nemutengi wako unoshanda pane akasiyana mashandiro.

Open Source

It is an open source and free software with plug and plays functions. You can simply get R installed and have your own working fun with it without worrying about the small things. Well, there is more than that, you can modify or add your own innovation or code to the existing one to improve it on your end. It is a language that allows you to do as per your demands without any restrictions since it is issued under the GPU license.

Community

Chimwe chikonzero nei vanhu vachienda kuR ndechekuti ine nharaunda yakakura iyo inokupa iwe yakakura hwaro ruzivo. Iyo data yakakura kwazvo muR iyo inoita kuti iwe usvike kune chero chinhu kana iwe wakanamatira pane imwechete poindi. Unogona kutsvaga chero rubatsiro kune chero nguva kubva kumunhu akatobata nezvenyaya yakafanana. Izvo zvinokutendera iwe kuti ugovane mazano ako nevamwe, compute iyo Data yesayenzi uye kunyangwe kushanda pazvirongwa.

Domains

R kuronga ndiyo inoshandiswa kune mazhinji emazhinji maseru emari anovabatsira kuti vavake mamodheru ezvehupfumi pamwe nekuongorora zviitiko zvehunyengeri. Imwe yematunhu anoenderana zvakanyanya neR ndeye materevhizheni zvikamu zvekushambadzira zvakasarudzika, manejimendi manejimendi uye kunyorera kunyorera. Uyu mutauro wehurongwa unoshandiswa zvakare mune yekuverengera biology iyo inobvumidza vanhu kuti vaite yakawanda yeiyo genomic ongororo.

Kuonekwa

Kana iwe uri kushandisa iyo R ipapo unogona kugadzira zvinoshamisa uye zvinoshamisa kuona nerubatsiro rwe mapakeji akadai akarongeka, ggvis uye ggplot2. Iwe uchave unokwanisa kugadzira eprinta-yemhando magirafu ayo anozokutendera iwe kuti uatsikise iwo mune chero einowanikwa emunyika uye epasi rose magazini Iyo inoshandiswa nevemishonga nekuda kweiyo yepamusoro uye yakajairwa mhando giraidhi iyo inobatsira mukuyedza maitiro.

Wakawanda akasiyana emaraibhurari

Kune zvinopfuura zviuru gumi zvemapakeji uyezve zvinopfuura lakh inbuilt mabasa ayo anogona kukubatsira iwe kuti uwane izvo zvakasiyana zvinodiwa zvemutengi wako. Zvinogoneka kuti iwe uite mabasa akati wandei uchibatsirwa nemapakeji aya akadai se Kuona DhiyabhorosiData DhiyabhorosiStatistical ModelingMachine LearningImputation and the list goes on. R is springing its way up to the top with the help of these number of packages that can help you in a lot of ways. On top of that, R is an open source software that allows you to contribute to it by adding any of your own packages.

zvinoriumba

Hapana mubvunzo kuti makambani epamusoro senge Facebook, Ford, Google uye kunyangwe Twitter arikushandisa R.Facebook fan hombe yekuongorora maitiro ayo anovabatsira mukuita kwemifananidzo yeprofile uye mamiriro emamiriro. Zve Twitter, inzira huru yekuita semantic clustering uye data visualizations. Google inoenderana neR yekufungidzira hupfumi uye kunyangwe kugona kweshambadziro. Iyo dhizaini yemotokari inovandudza inozivikanwa zvakanyanya pakati pevashandi veFord.

Inopindirana mafomu

Dambudziko repamusoro soro kune musayendisiti wedata raive rekuti pakanga pasina software inogona kuvabatsira kuvaka application yekudyidzana kuburikidza iyo yavanogona kuongorora data. Kana iyo shiny iripo kukubatsira kunze. Iyo pasuru yeR iyo inogona kukubatsira iwe kugadzira inoratidzika uye inofambidzana kunyorera uye ewebhu mapeji ane anoyevedza dhibhodhi kubva R koni. Pamusoro peizvozvo, iyo zvakare inokutendera iwe kuti ugadzire inopenya webhu webhu uye wozobvumira gore kubata seAWS. Inogona kubatsira zvakanyanya kune iyo data science.

Data yesayenzi

Iyo software yehuwandu iyo ichakubatsira iwe kugadzira data rehuwandu. Iwe unogona kuita zvinoverengeka zvinhu nerubatsiro rwemutauro uyu sekuyera kwepakati maitiro uye zvakare kuvaka akaomarara manhamba emamodeli. Uku kuenda-kumutauro kunogona kubatsira zvakanyanya kwauri kune mazhinji eongororo. Ikoko iyo Machine kudzidza mamodheru anogona kunge akaomesesa anogona kuvakwa nerubatsiro rweR mabasa. Iwo mamodheru ayo akavakwa ndiPoisson Kudzvinyirira, Gaussian Process Kudzvinyirira uye Random Sango.

R zvinhu zvakawanda!

  • R ndiyo yakanakisa software yekuongorora data. Izvo zviri nyore kwazvo kuita pfungwa yedata nevanoverenga, masayendisiti e data, uye kunyange vaongorori. Unogona kushandisa R ye kuona data, kuwongorora kwehuwandu uye kufungidzira kwekufungidzira.
  • R yakanakira kuwanda kwenzvimbo yekuongorora. Aya marudzi emhando anogona kuitiswa nenzira iri nyore nerubatsiro rwekufanofungidzira modelling uye yekucheka-kumucheto kutsvagisa.
  • Ndiwo mutauro wechirongwa unoenderana nepfungwa dzeObject Orientation. R inopa vanoshanda, zvinhu uye mabasa kupa mukana kune mushandisi kuenzanisira, kuongorora uye kuona data rese.

R inopa akati wandei maficha ayo musayendisiti we data anogona kutora mukana weakadai se:

  • Inopindirana zviri nyore nekuwedzera pamwe nedzimwe mitauro
  • Kuongorora sekuenderana nenguva dzakateedzana
  • Kugovana zvine mutsindo zvemakodhi ari mune repakeji pasuru
  • Asina-mitsara uye akaenzana modelling
  • Kuunganidzwa kwedata

Izvi ndizvo zvimwe zvezvikonzero zvinoita R yakanakira Data Sayenzi. Another thing is that R is a free software with a lot of intellectual and financial properties that help Developers to maintain a project. If you are considering the career in this field then it is the best way to opt for. Just be more familiar with R to get a better hang on it.

Kana sangano rako richida kuitiswa kwechirongwa chikuru chekuongorora dhata, taura nekutaurirana.

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