Programming Languages for Scientific ComputingThis article is intended to review specific language features and their use in computational science. We will review the strengths and weaknesses of different programming styles, with examples taken...doi:10.1007/978-3-540-70529-1_250Matthew G. Knepley...
Each language has strengths and weaknesses that affect its suitability for a given project. A language might be well designed to handle the types of tasks the project involves, for example, or support necessary extensions through libraries, frameworks and tools. Similarly, some languages compi...
Companies likeGoogle, Netflix, and Disney use Python, and it’s very popular in scientific fields, where individuals are scientists first and programmers second. This language can be used todevelop video games, web frameworks, and many scientific andnumeric computing projects. Python programming is ...
Programming Language Algol ProgrammingLanguage:Algol Name:NathPrakobkosolID:48540462 Whenitwasfirstdesigned?ALGOL(ALGOrithmicLanguage)isoneofseveralhighlevellanguagesdesignedspecificallyforprogrammingscientificcomputations.Itstartedoutinthelate1950's,firstformalizedinareporttitledALGOL58,andthenprogressedthroughreportsALGOL...
R Programming Language Ris a programming language that was developed by Robert Gentleman and Ross Ihaka in 1993. It is used in statistical computing, scientific research, and data analytics. R is open-source, and it runs on all platforms easily. It provides a variety of graphical and statistic...
Julia is an incredibly new player in the field of programming. It is rapidly gaining popularity within AI (AI) and scientific computing. Julia was launched in 2012, and it was developed to address the need for a fast, simple-to-use programming language. Its developers sought to blend the ...
R is an open-source language developedRobert GentlemanandRoss Ihakawhich runs seamlessly on Windows, Linux and MAC operating systems. It is the most commonly used for Data Analysis and Machine Learning and also used in statistical computing and graphics. It ismachine-independentand supports the cro...
MATLAB is a language mainly designed for numerical computing. It currently ranks #14 in the PYPL index and #12 in TIOBE. Broadly adopted in academia and scientific research since its launch in 1984, MATLAB provides powerful tools to carry out advanced mathematical and statistical operations, making...
Uniquely powerful for scientific computing purposes Cons Still an obscure language with very specific applications 27. COBOL Popularity: Niche Salary expectations: typically falls between USD$70,523 - $88,475 Ease of Learning: Moderate to Difficult ...
Prologis widely used for working on medical projects and also for designing expert AI systems. 5. C++ C++is the fastest programming language in the world. Its ability to talk at the hardware level enables developers to improve their program execution time. C++ is extremely useful for AI projects...