Programming Languages

Popular Programming Languages Used In Data Science

Posted on April 21, 2021 by Data Science Programming Languages

Data Science is a combination of machine learning principles, algorithms, and many tools which are used to find out the secret patterns that are hidden from the original data. The data scientist and data analyst have to deal with machine learning, advanced algorithms, exploratory data analysis, business administration, and data product engineering.

The essential eligibility for any data scientist for data analyst would be to upgrade themselves with the changing standards of the competitive data science world. A piece of amazing knowledge and certification in data science will land you in a great data scientist job. The demand for data professionals and data scientists is huge in the market. The two main requirements for the data science industry is the application of knowledge and programming languages.

 Here is a list of of the languages which are used in data science:

Python

Python is considered to be a very object-oriented, open-source, flexible, unique, and easy to learn among all the other programming languages. The libraries and the set of tools that are inbuilt in Python are considered to be very rich in resources that are specially designed for data science. For beginners, they are learning & it is natural to get many queries when they are experimenting with the code so in this case, Python has a huge database and also a huge community where you can upload your query and discuss the solution with someone who has more experience in coding. The top choice for data science by the developers and data scientists have always been Python and it is used for a very long time.

R

Compared to the other programming languages R is considered to be a very unique language because of its extremely interesting inbuilt features and it is originally a vector language. In a single vector, many functions can be added so that all the things can be done simultaneously without letting the task to be performed in a loop. Because of its extremely good features, the applications of this language start from financial studies to Biology, medicine, and even genetics.

Structured Query Language (SQL)

It requires a very good database to hold the database and to use the data productively and one of the very best domain-specific languages is SQL. The primary function of any data scientist is to use the original data into productive insights and by using SQL for data retrieval and the other task any data scientist can achieve good productivity. The knowledge of extracting data from any database by using a language like SQL is an essential requirement for a data scientist who works using SQL.

C++

This is a language which is irreplaceable by any other. This low-level programming language works very well for the data science frameworks. The fastest and extremely powerful language which can be used in data science with high-level execution, this can be used very easily since the framework is very simple. The data scientists who work on these applications should have a broader knowledge of coding in C++.

Java

To develop any enterprise there should be a very good data framework like Spark, Flink, Hive, and Hadoop; all these are written in one of the oldest languages which are Java. This language has a great set of tools and libraries which can be very well used for machine learning and data science. Since it has these features it helps to solve most of the issues caused by data science and machine learning.

Javascript

A very essential qualification for any data scientist is to know JavaScript because it is excellent for data visualization. JavaScript has excellent inbuilt libraries that simplify the work for visualization and professionals suggest this language to be used for any data visualization. Many advancements in technology have done so that it is easy for any data scientist to develop any code on the server-side or browser.

MATLAB

Real-time formats elementary binary sensor video image is supported by MATLAB. This has an inbuilt library that supports machine learning functionality and a full set of statistics also with advanced methods like system identification, nonlinear optimization, and thousands of pre-built algorithms that are further used in video and image processing control system design and financial modeling.

Swift

Compared to Python, the syntax used in this language is very simple and readable and that is why it is a fast programming language. Since it is secure and stable it is considered to be an efficient programming language. For most of the companies like Google and Apple, it is one of the official languages for developing the applications.

The 2 Languages You Should Learn First

Posted on April 15, 2020 by Java Programming Languages Python

People are making use of different programming languages at this time. Earlier, there were limited programming languages. But these days a lot of changes have been brought in the programming languages. With the changes in the programming languages, the value of these programming languages has also increased. People try to learn different programming languages for a different purpose. As these programming languages are quite helpful in coding. Even the people who are not from the technical background are trying their hands on the programming languages.

Knowing a programming language is becoming a hobby these days, as many people enjoy coding. It also opens more career options for one. If you have ever heard of the popular sex dating platform meetnfuck app then you will be familiar with an example of entrepreneurs who built a business on the backs of their coding hobby. They started taking the idea of trading snapchat nudes and used their programming skills to develop a wildly popular sex app. Needless to say, there is plenty of unexcpected opportunity, but one needs to decide which programming languages they should learn first. Here, we are going to share with you the details about the 2 programming languages which are very popular these days. Also, learning these two will help you in your career as well, as they are very beneficial.

The two programming languages which we are talking about are Python and Java. Let’s know more about these two programming languages.

Python

Python is one such programming language which is fun to learn. It is an easy programming language and many people prefer to learn Python first and then go for learning the other languages. It is always been said that if you are learning the programming languages for the first time, you should go for Python. People can understand the Python language easily because of being one of the simplest programming languages. In other programming languages, one may have to look for every single and small detail. But Python is more of the basic knowledge related to coding instead of the complicated programming codes. Many people feel that Python is quite a slow language because of its requirement for more testing. However, many web developers or aspiring web developers prefer to start with Python only.

Why choose Python to learn first?

Even after being considered as one of the slowest languages, Python has created its own space among the other programming languages. There are many reasons why Python should be learned first.

  • Simple and easy programming languages – One of the topmost reasons for learning Python first is because it is a very simple programming language. And this makes people learn it easily in comparison with the other programming languages. If you are new to the coding world, why to start with something complicated. Instead, you should start with something easy. And what makes Python an easy language is how it is interpreted and high-level programming language. One will not have to learn the complex syntax use while learning Python, instead, it is more of the English language. Like in other programming languages one may need many sentences for giving a simple command. But that can be done in Python in just one or two sentences only.
  • Big Data Processing – When it comes to big data processing, Python is a rescue. As it can handle a big amount of data easily. One can make use of Python language for Hadoop also, as it supports parallel computing. There are many libraries in Python which are used for processing big data like Dask, Pydoop, Pyspark, and many others.
  • For Scripting and Automation – Do not be surprised how Python can be used as a scripting language, as it is true. It is not just a programming language but it also works as a scripting language and helps in Automation. It helps in writing the codes in the form of scripts which are executed after that. Once the interpreting of the code and error checking is done, it can be used for automating different tasks.
  • Highly Paid – As Python is one of the popular programming languages, it is highly paid as well. The Python Engineers from all around the world have the highest salary in all over the world in comparison with other language programmers. This is also what attracts many people to learn Python.

Java

Java is one of the oldest programming languages which is always in demand. This object-oriented programming language is used generally for heavy programming. It works on the ‘Write once, run anywhere’ formula. This means one can write the Java language on any device and it can work cross-platform. Java is not that easy like the Python, and this is one of the reasons why programmers are confused that which language they should learn among the two. You can start with Python and can then learn Java also, as both are highly popular languages.

Why choose Java for learning first?

If you are confused about whether to learn Java or not, then here are some of the reasons why you should choose Java.

  • Platform Independent – As we just mentioned above that Java is one such language that works on the formula of ‘Write once, run anywhere’, this has increased its popularity. You can use it on different platforms without any problem. The best example is that there are many applications of java which are built on Windows. But one can easily run them on the Linux Platform.
  • Mature Languages – Java is not a new programming language like the ones which are introduced just a few years back. It’s been more than 22 years now, that people are using Java. This makes it beneficial for new programmers. As any error which occurs in the Java Programming can be resolved easily. Or one can find the solution to it easily, as most of the questions related to Java programming languages and error related to it are already answered. You will find many online resources where you can read about the questions related to Java language.
  • Object-oriented programming language – The concept of this programming language is quite easier and are relatable as well because of being an object-oriented programming language. Java helps in promoting the right use of the Object-Oriented Programming design by bringing it into the best practice. It makes the Java language a flexible language and most extensible programming language.

What are the different programming languages?

Posted on September 19, 2019 by Computer Programming Programming Languages
programming languages

The world of technology is changing rapidly with each passing day. Everyday new and trendier applications and devices are coming up in an already competitive market. This is the reason why developers have to keep up-to-date with the latest trends in programming languages. There are different types of programming languages each having its own distinct feature and function. As a beginner in programming language, it is highly recommended to understand the different aspects of programming languages.

What is computer programming language?

Computer programming language refers to a simple set of instructions that enables us to communicate with the computer. Similar to the diversity of human languages. There exist a wide array of computer languages. The computer understands binary language and it is the language that it uses to perform most of its operations. Compiling is the process through which language is converted into binary. All the languages from C, Java to python have their own distinctive features however, there exist some commonalities between the languages.

Types of languages

Python

Python is one of the most popular object oriented programing language that is interpreted and built on flexible as well as semantics. It is an all in one programming language that has the ability to expand user interfaces, web apps, data analysis and much more. The main users of python language are big companies that evaluate vast data sets and provide users with a huge chance to learn about python programming. Major organizations like Google, NASA and Instagram make use of python language. It also has application in the technology, design and engineering industry.

Java

Java is the most ideal general purpose, high level, object oriented programming language with features that make it handy for web developers. Presently, it is the top programming language that has grabbed the attention of Android operating systems. It can be used for mobile based applications, creating desktop applications, enterprise level purpose and establishing Android applications on smartphones and tablets. Java is used in different professions and industries like clod computing, Internet of things and enterprise architecture. It is also used in major organizations such as eBay, V2COM and Eurotech.

PHP

PHP or hypertext processor is a programming language that is designed for developing dynamic web pages that work very effectively with databases. It is an open source scripting language that can be used for general purpose programming language. PHP is used by software engineers, developers and by major organizations such as Facebook, NextGen and CyberCoders. Through the use of PHP one is able to enlarge their web application very quickly and effortlessly. It is the foundation of most content management systems such as wordpress.

Ruby on Rails

Ruby is yet another very popular open source programming language that is object oriented and can be used independently or as part of ruby framework. It is a very easy program to learn with a strong clear cut. In case you have limited time in hand and you still desire to craft your project make sure that you utilize ruby programming language. It is being used massively by developers, data science engineers and software engineers. Major organizations like NASA, Scribd, Google and Motorola make use of the programming language.

HTML

Hypertext markup language is a web development language that is used in the creation and development of web pages. The language ensures proper formatting of texts, images so as to ensure that the internet browser is able to display items the way they are intended. HTML is used by web developers, software engineers and email designers. Its application also extends to engineering, information technology and marketing. Major organizations like Apple, CareerBuilder and Apex systems make use of HTML programming language.

C, C++ and C#

It is the oldest programming language that makes use of basic programming language. It is used as the foundation of learning programming language where C++ and C# is more progressed than C. the programming language is ideal for developing mobile and desktop applications.

Swift

Swift is another trendiest programming language that is used for the development of Apple products. The language can be used for the development of apps such as iOS activated devices and Apple’s MAC.

The above mentioned programming languages are some of the best programs that are helping developers around the globe in developing complex applications and systems for industries, organizations and enterprises.

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