Thus, programming in the R language has a simple syntax, is open source and is under the protection of the GNU operating system. This UNIX-like system is a collection of various programs: apps, development tools, games, etc. Is it possible to ask for more? We tell you the advantages of programming in the R language for Big Data. To learn more about big data, you can check out ProjectPro’s Big Data Projects.

Advantages Of The R Language For Big Data

As we already mentioned, it is a language created by statistical experts, specifically developed for data analysis. Programming in R is ideal for simplifying Big Data analysis. These are some of the most important reasons:

• Availability: as we already mentioned, being open source and not having restrictions regarding operating systems, it is available to anyone who wants it. Also, this helps reduce costs. 
• Community: A large number of users value and support the R language, in addition to the number of resources that can be found online regarding it.
• Simplicity: The R language has automation features and simple code, significantly reducing data analysis time. In addition, data management with the R language is very intuitive. This management is the process of structuring the unstructured data of Big Data to study it. This process can be very tedious, but it is simplified thanks to R programming and its tools. In addition, it offers the possibility of seeing this data represented in graphs to facilitate understanding.
• Automation and Machine Learning. The R language is highly automated, and many of the functions needed to analyze big data are built into the language. For this reason, actions such as data classification or statistical hypothesis testing can be performed in just two lines of code.  
• The latter leads us to machine learning. R programming has several tools that allow developers to train an algorithm to predict future events or patterns based on data.

In conclusion, it is an excellent option to organize, manage and store Big Data efficiently.

Where To Learn To Program R or Other Languages ​​For Big Data

Once you know the importance of the R language, you have to know that it is only one of the many programming languages ​​out there. You may want to know where to learn them. We offer a variety of computer programs, with which you will become a great professional. With our Bachelor’s Degree, complemented by a Master’s in Computer Science, we offer varied technical content and a multitude of hands-on programming projects covering various programming languages. This training will allow you to get closer to programming and new technologies, turning you into a complete and great profession

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What Are Programming Languages

They are instructions that programmers write for computers to process commands in “machine language.” These instructions allow you to create and provide solutions to the current problems and needs of people, professionals, institutions, and companies. Thanks to programming, you can automate, optimize and facilitate daily tasks. The programmer, through different languages, ​​can create different applications and programs to provide solutions. Therefore, the labor demand in this field does not stop growing.

Top 5 Programming Languages

Everyone loves lists because of how easy they are to remember and save. So, keep this list well to make the best decision in your training in 2022. Let’s go there. 

1st JavaScript 

It is one of the most used languages ​​today, and it has almost total dominance in the web world. A fundamental part of the MERN, MEAN, MEVN stack, multiple frameworks capable of performing countless functions and beautiful creations. Suitable for front end, back end, full-stack, and even video games, with a relatively low learning curve. An excellent opportunity to start your path. 

2nd Python 

Cross-platform and multi-paradigm language, due to its flexibility, helps beginning programmers to advance relatively more straightforwardly. It has multiple fields of action, from the back end, artificial intelligence, Blockchain, cybersecurity, data analysis, creation of desktop applications, and much more. Learning this language will give you the possibility of great flexibility in the market. 

3rd PHP

One of the most used backend languages ​​in the world today. Various articles mention that at least 50% of the website is built on WordPress, which uses PHP as a fundamental element. Many large companies use this language to create their corporate structure without WordPress, making it a great alternative to start a career as a backend professional. 

4th SQL

What would be of applications and websites without users who could register? How would companies manage many business data with no way to quickly sort and query it? SQL is the language designed to solve this: it is the solution that facilitates the analysis of consumer data, allows control and supervision of sales, access and generates reports from massive databases, and much more. 

5th Go (Golang) 

This programming language is characterized by being open source, it has a relatively low learning curve, and it has a syntax that is easy to write and read and that allows the code to be ordered clearly. It is in great demand in the cloud world, although you will perform in DevOps and even web development roles. Together with its high demand and high salaries, it makes it an excellent option. 

Programming Is For Everyone

In previous years, programmers were filled with stereotypes. But the truth is that programming is available to everyone.

Also Read: Programming Languages ​​You Should Learn in 2022

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JavaScript

To get started in programming languages, we must begin by learning about JavaScript, as it is one of the most demanded, most used, and most valuable. JavaScript excels mainly in web page development, although it is also compatible with multiple applications. In addition, it makes the pages more attractive since it offers the possibility of creating interactive effects. On the other hand, its learning is not excessively complicated, and it works well with other programming languages, providing multiple resources to develop efficient, attractive, and quality platforms.

Python

Python has become one of the programming languages ​​that has been gaining more prominence in recent years due to its involvement in new technologies, such as Big Data, Artificial Intelligence, or robotics. Likewise, it is being used frequently to develop scalable web applications.

Being a language so requested by companies, learning Python is a guarantee to start our professional career in web development. What’s more, well-known brands such as YouTube or Instagram are integrated into Python. This programming language can be used in almost all situations, being multiplatform and offering a large number of resources.

C ++

Without a doubt, one programming language that every web developer should learn is C ++. Its importance is due to the incredible versatility it presents, allowing the creation of applications of all kinds and offering multiple possibilities for their development.

Possibly, it is one of the most difficult programming languages ​​to know among all those that we have mentioned in this list, but mastering it is a clear indication that we have enough skills to become a good web developer. It can also be noted that C ++ provides a standard template library called STL for use in data structures, arithmetic operations, and algorithms.

PHP

Another of the programming languages ​​that we can highlight is PHP. Although it won many detractors in its beginnings, the truth is that it has evolved and grown over time until it became an essential language to work as a web developer.

Its popularity has made it part of millions of websites, is the programming language with which WordPress websites are built. Thus, it enables you to code server-side applications efficiently. In the same way, the Laravel framework has also benefited PHP, eliminating the elements of this programming language that most bothered web developers.

C #

Finally, among the programming languages ​​that you must learn, we could not forget to mention the relevance of C #. This language can be used for all platforms such as web, applications, video games, or IoT and, in addition, it is scalable, upgradeable and ideal for all types of Windows development. C # is a variant of C ++ that is much easier to learn, and that can serve as a basis to start learning the languages ​​included in the C set.

Many developers who know this language work for companies that offer support and solutions to corporate institutions. As has been observed throughout this article, knowing different programming languages ​​will open many doors for us to work as web developers, giving us the possibility of entering a sector with broad expectations for the future where there is a vast demand for employment.

Also Read: Top Most Programming Languages To Learn

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It is likely that at some point, you will need new functionality that you do not have first with the installation; for that, you will find a large set of extensions (plugins) that can be easily installed with Flask, and that will allow you to add all the functionalities you need. As for the MVC pattern, this is a way of working that allows differentiating and separating what the view (HTML page), the data model (the data that the App is going to have) is, and the controller (where the requests from the web app).

Frameworks in Python

There is the Python Wiki, where a list of all supported Frameworks is shown. Some of those on the list say “full-stack,” this means that when the Framework is installed for the first time, it already comes with all (or almost all) the necessary functionalities to create a complete web application, such as Django. For those who are not “full-stack” such as Flask, you will need to install extensions to achieve some functionality.

Main Advantages Of Using Flask

• Micro Framework: Perfect if you want to develop a basic App or create it quickly and agilely. For which applications, many extensions are not required, and with Flask, it is enough.
• It includes a development web server: Therefore, it does not require an infrastructure with a web server to test web apps. You can run a web server in a simple way with which you can observe the results that are obtained.
• It has a debugger and built-in support for unit tests: If there are any errors in the code being created, you can debug that error, and you can also see the values ​​of the variables. In turn, there is the possibility of integrating unit tests.
• WSGI compatibility: To serve web pages created in Python, web servers with this protocol, the WSGI, can be used.
• It is compatible with Python3.
• Good route management: When you work with Web Apps made in Flask Python, you have the controller that receives all the requests made by the clients, and you have to determine which route the client is accessing to execute the relevant code.
• It natively supports the use of cookies.
• No ORMs: You don’t have ORMs, but you can easily use an extension.
• Sessions can be used.
• Very optimal for building static content applications or web services.
• Documentation, mailing list, and GitHub code.
• Open Source that is covered under a BSD license.

Flask Extensions

Here are the most used extensions or plugins with Flask:

• Flask-script: This plugin allows you to manage the application through commands.
• flask-WTF: This allows you to generate HTML forms with objects and classes.
• Flask-login: To authenticate the username and password.
• Flask-Bootstrap: They are style sheets for the content of the page.
• Flask-Sqlalchemy: It allows us to generate the data model.

Flask is a perfect option for building Web Apps with Python; it has a good learning curve and can be learned quickly. If you would like to master Flask, at Epitech, we have a degree in computer science in which we teach this and other programming languages. For more information, questions, or any other procedure, do not hesitate to contact us; we will be happy to assist you.

Also Read: Edge Computing – Processing Speed On The Web

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Beyond the computer languages ​​related to the pure aesthetics of a website, there is a multitude of other languages ​​dedicated to the creation of applications, operating systems, or the creation of video games. And in an environment that changes daily, it is important to stay informed of the programming languages ​​most requested by companies, to improve your employability and your income, but also to stimulate your brain by giving it new challenges. Here is a small ranking of the most profitable languages ​​on which to focus your attention for the next few years and thus boost your career.

Scala

Scala is a multi-paradigm language, centered around the object and functional programming. It is a very popular language, due to its simplicity and variety of use. Based on the Java language, it is a staple in a programmer’s skill set.

Go (or Golang)

The open-source language created by Google makes it very easy to develop software. In addition to being used to create applications or build websites, Go is the benchmark for applications created in the Cloud. The syntax of this language is very close to that of C or Pascal.

Objective-C

Mainly used by Apple and Linux, Objective-C is a reflexive object-oriented programming language. It can combine C and C ++ languages, in particular, to create applications. If you are already familiar with the C language, you can get down to learning Objective-C.

Swift

Swift is simply the programming language created by Apple. It allows the development of applications and operating systems for the Apple environment (macOS, iOS, watchOS, tvOS). It should also be noted that very large groups such as Google or IBM are actively involved in the development of Swift.

Pascal

Pascal is a programming language that uses a clear and imperative syntax and was specially designed for teaching. Based on Algol, it is very easy to use and appreciated by beginners who want to learn about programming.

R

Developed by the University of Auckland, the R language is the ally of people operating in the fields of statistics, data, and marketing. Open-source, it works in the form of a command interpreter, and it is possible to incorporate existing external modules into it. A language to watch closely, data processing becoming more and more essential in the daily life of companies, but also of consumers.

Python

The most widely used high-level language in the world, Python, is very similar to human language by its structure. It is easy to understand because it is made up of words and not of number sequences or punctuation.

Javascript

We no longer present Javascript, an essential language of the web. It allows animating the browser, allowing the appearance of pop-ups, animations, games, etc. It is a very versatile and essential language.

C ++

Designed as an improvement of the C language, the C ++ language is multi-paradigm. It allows many uses and uses, such as the creation of interfaces for Sony PS3 and PS4 video game consoles, Photoshop software, Google Chrome, and Mozilla Firefox browsers,… a very varied panel, therefore.

Kotlin

Along with Java, Kotlin is the official language for the development of Android and its applications. Its static typing allows several languages ​​to be compiled in the Java virtual machine.

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