{"id":7098,"date":"2022-02-07T07:43:14","date_gmt":"2022-02-07T06:43:14","guid":{"rendered":"https:\/\/immune.institute\/?p=7098"},"modified":"2022-02-07T07:43:14","modified_gmt":"2022-02-07T06:43:14","slug":"lenguaje-de-programacion-r","status":"publish","type":"post","link":"https:\/\/immune.institute\/en\/blog\/lenguaje-de-programacion-r\/","title":{"rendered":"R programming language, the present of Data Science"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">If at the time we told you that the name of <\/span><a href=\"https:\/\/immune.institute\/en\/que-es-python\/\"><span style=\"font-weight: 400;\">Python<\/span><\/a><span style=\"font-weight: 400;\"> comes from the famous British comedy group, tell you that the R programming language is not called that by chance.<\/span><\/p>\n<blockquote>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">R was established in 1993 at the University of Auckland by statisticians Robert Gentleman and Ross Ihaka.&nbsp;<\/span><\/p>\n<\/blockquote>\n<p><span style=\"font-weight: 400;\">As you may have noticed, the initials of both researchers begin with \"r\". But that's not the only reason: <\/span><b>the R language derives from the S language and Scheme<\/b><span style=\"font-weight: 400;\">. As\u00ed que sus creadores, simplemente, decidieron cambiar de letra&#8230; Curioso, \u00bfverdad?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Well, in this article we are going to talk to you about <\/span><b>the R programming language, the present of Data Science<\/b><span style=\"font-weight: 400;\"> and one of the world's leading statisticians.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">What is R as a programming language?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The R programming language is essential for data analysis, both statistical and graphical. <\/span><b>It is functional, cross-platform, open source, free and object-oriented.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Consequently, R as a programming language is ideal for all kinds of fields. Including Data Science.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Features to take into account when programming in R<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">These are some of the most outstanding features of R as a programming language:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Free software:<\/b><span style=\"font-weight: 400;\"> R is a language with an open source philosophy. That is to say, the code is free, any user can download it and use it. This also helps R to be a collaborative project.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Interpreted language:<\/b><span style=\"font-weight: 400;\"> It is an interpreted language and not compiled (like Java). Therefore, it is a language that is executed directly, which in turn facilitates data analysis.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Object-oriented language:<\/b><span style=\"font-weight: 400;\"> This means that different value calculations can be performed at the same time without having to use a complex algorithm.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Functional: <\/b><span style=\"font-weight: 400;\">R is based on mathematical functions. From tests, to clustering algorithms, to linear and non-linear models... the options with R are many.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Multi-platform:<\/b><span style=\"font-weight: 400;\"> This language is available on different operating systems.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Thus, <\/span><b>R is very important for statistics<\/b><span style=\"font-weight: 400;\">It is stable and is constantly being updated.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">What is R for?<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">If we say that the R programming language is the present of Data Science, it is for a reason. And that is because this type of programming language is used in <\/span><b>different sectors of work<\/b><span style=\"font-weight: 400;\"> such as:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Statistics<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bioinformatics<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Financial analysis<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Biomedical research<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Machine Learning<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Thus, when asked what the R programming language is for, our answer is clear: <\/span><b>for all phases of data analysis<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">R makes it possible to acquire data from different sources such as databases (redundancy aside). It also facilitates their organisation: it eliminates duplications, as well as incorrect data, among other possibilities.&nbsp;<\/span><\/p>\n<blockquote>\n<p style=\"text-align: center;\"><span style=\"font-weight: 400;\">In addition, R is essential for data analysis itself. It generates classification or clustering models, which favours predictions.<\/span><\/p>\n<\/blockquote>\n<p><span style=\"font-weight: 400;\">Finally, R is also essential in the communication and application of the results achieved: from reports or presentations, to their subsequent use.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">R programming language: advantages in Data Science<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">So why do we say that the \"R programming language is the present of Data Science\"? Because if you work as a <\/span><a href=\"https:\/\/immune.institute\/en\/por-que-se-demandan-tantos-data-scientists\/\"><span style=\"font-weight: 400;\">Data Scientist<\/span><\/a><span style=\"font-weight: 400;\">This interactive language will be really useful for you:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">R is key to generating, visualising and analysing data.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It generates reports as well as high quality graphics.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It is available on different operating systems such as Windows, macOS or Linux, among others.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It encourages flexible working, as R can work with others <\/span><a href=\"https:\/\/immune.institute\/en\/lenguajes-de-programacion-mas-demandados\/\"><span style=\"font-weight: 400;\">programming languages<\/span><\/a><span style=\"font-weight: 400;\">as well as software (Excel, for example).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It is essential for data processing.<\/span><\/li>\n<\/ul>\n<p><b>Do you now understand why the R programming language is important in Data Science?<\/b><\/p>\n<h3><span style=\"font-weight: 400;\">Learning R at the IMMUNE technology institute&nbsp;<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">In fact, R is one of the programming languages that you will use in our centre. Together with our teachers, you will learn to use a computer language that is fundamental in Data Science.<\/span><\/p>\n<p><b>IMMUNE's training offer is characterised by its practical approach<\/b><span style=\"font-weight: 400;\">Our teaching staff is made up of experts from leading companies in the technology sector.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">So now you know, train with us. Discover our <\/span><a href=\"https:\/\/immune.institute\/en\/data-science\/\"><span style=\"font-weight: 400;\">Data Science Master<\/span><\/a><span style=\"font-weight: 400;\">also available as <\/span><a href=\"https:\/\/immune.institute\/en\/data-science-online\/\"><span style=\"font-weight: 400;\">online master's degree<\/span><\/a><span style=\"font-weight: 400;\">as well as our <\/span><a href=\"https:\/\/immune.institute\/en\/data-analytics\/\"><span style=\"font-weight: 400;\">Data Analytics Bootcamp<\/span><\/a><span style=\"font-weight: 400;\">.&nbsp;<\/span><\/p>\n<p><b>Become a data science professional with IMMUNE!<\/b><\/p>","protected":false},"excerpt":{"rendered":"<p>Si en su d\u00eda te contamos que el nombre de Python proviene del famoso grupo c\u00f3mico de Gran Breta\u00f1a, decirte que el lenguaje de programaci\u00f3n R no se llama as\u00ed por casualidad. R surge en 1993 en la Universidad de Auckland, de la mano de los estad\u00edsticos Robert Gentleman y Ross Ihaka.&nbsp; Como bien te [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":8057,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_crdt_document":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-7098","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/posts\/7098","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/comments?post=7098"}],"version-history":[{"count":0,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/posts\/7098\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/media\/8057"}],"wp:attachment":[{"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/media?parent=7098"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/categories?post=7098"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/immune.institute\/en\/wp-json\/wp\/v2\/tags?post=7098"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}