What is the fastest programming language?
With the rise of machine learning, big data, and other computationally intensive applications, program speed as well as efficiency have become imperative considerations.
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The choice of the initial programming language to learn varies
Of course, people have their talents and interests, which are responsible for the so-called “best” choice. In general, however, some variables affect language selection among beginners with no experience.
In recent polls of professional developers and computer science teachers,
Python and JavaScript
consistently rank as the top recommendations for someone starting from ground zero:
- According to the 2022 Hired Developer Survey, third-placed Python was #1 for beginner initial. Also, about one-fifth ranked JavaScript as their number 1.
- Python and JavaScript also managed to win a poll of 127 computer science teachers when it was asked what the best first language is for new students.
What accounts for Python and JS as kickoff programming languages? Their popularity stems from how well they do across several key criteria important for novices:
Simple English-like syntax that does not require much knowledge to comprehend is utilized in Python and modern JavaScript. It also makes the code less intimidating and more readable than language that uses curly brackets or is denser.
They also permit immediate execution of useful snippets of code. Novices enjoy the benefits of basic program responses in their first hour of programming without any complicated project setup. Instant gratification helps retention greatly.
Beginning easily, both Python and JS conform to good scalability. With the development of learners, they may have achieved some
higher-level applications
, including data science modeling and backend web servers, mobile apps, robots & AI systems which is an impressive array to open up jobs.
Both programming worlds are also nurtured by vibrant communities and plenty of learning resources that allow for consistent progress–as skills mature. The otherwise laborious processes are handled in well-documented libraries,
Which Programming Language Should You Learn?
However, several key criteria help determine the best options based on your goals, interests, and learning style. By weighing these factors, you can pick a language that enables an impactful and enjoyable start to coding.
Your aims for programming shape the ideal language to learn first. Are you seeking a career change to software development? Want to automate tasks and analyze data? Plan to
build mobile apps
? Let your goals guide language selection.
For front-end web coding and website creation, JavaScript is the primary language for interfacing with webpages and adding interactivity. HTML and CSS provide web page structure and styling.
For backend web programming, options like Python, Java, and JavaScript (Node.js) allow for serving dynamic content and connecting websites to databases.
Languages like Java, C#, C++, and Python comprise the bulk of application, backend, and systems programming roles. Though more complex for beginners, their wide usage justifies the initial learning curve.
Python dominates with easy-to-use libraries like NumPy, Pandas, and sci-kit-learn for data analytics and machine learning. R and Julia are other top choices due to extensive tooling for statistical computing.
Native Android apps use Java or Kotlin, while native
iOS apps use Swift
. React Native enables writing both quickly in JavaScript. For simpler cross-platform apps, options like Flutter (Dart) or web frameworks exist too.
Your current experience also influences which languages are the quickest to learn.
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