Nvidia CEO predicts the death of coding Jensen Huang says AI will do the work, so kids don’t need to learn

Top Programming Languages for Data Science in 2020 by Claire D Costa

Huang says that upskilling is the way forward, and that upskilling will provide the knowledge of how and when to use AI programming. He further stated that natural language processing will advance to the point where the only language needed to code would be their native language. We recently ran a piece that summarized an IEEE study of programming language popularitybased on job listings. It definitely fostered some conversation, including some debate about whether the languages IEEE used in its survey were even languages. Python can be used to create applications that manipulate audio or video data, such as media players, editors, or streaming services. Libraries like PyDub and MoviePy provide tools for processing audio and video files in Python.

Lisp is a set of languages known as the second-oldest high-level programming language, and many developers still use it. If you are looking for an AI coding tool that allows you to write, edit, and review codes, then you would want to give Sourcegraph a try. It offers machine learning models who are trained to identify errors in a code and also a feature called Code Search that helps users find detailed information in a codebase. Scala combines functional programming with object-oriented programming, offering a unique toolset for AI development. Its ability to handle complex data types and support for concurrent programming makes Scala an excellent choice for building robust, scalable AI systems.

Along with AI, this future Huang envisions is being helped along by the spread of low-code and no-code tools, which aren’t just being used by non-developers. Research by Forrester finds that 87% of enterprise developers are using low-code development platforms, driving substantial projected growth in this market. Its syntax is similar to other popular languages, making it a useful branching-off point for beginner developers. She is currently pursuing her B.Tech from the Indian Institute of Technology(IIT), Kharagpur. She is a tech enthusiast and has a keen interest in the scope of software and data science applications.

What Do the Best Languages for AI Development Have in Common?

It’s officially supported for Android development, making it a popular choice for mobile applications. Rust is a systems programming language focused on safety and performance. Its memory management and concurrency capabilities are ideal for building secure and efficient software. Assembly Language is a low-level language that interacts directly with hardware. It’s used in device drivers, embedded systems, and performance-critical applications.

However, other programmers often find R a little confusing, due to its dataframe-centric approach. While you can write performant R code that can be deployed on production servers, it will almost certainly be easier to take that R prototype and recode it in Java or Python. Python is the language at the forefront of AI research, the one you’ll find the most machine learning and deep learning frameworks for, and the one that almost everybody in the AI world speaks. For these reasons, Python is first among AI programming languages, despite the fact that your author curses the whitespace issues at least once a day. AI (artificial intelligence) opens up a world of possibilities for application developers. You could even build applications that see, hear, and react to situations you never anticipated.

Top ChatGPT Alternatives: Claude, Gemini & More

These tools can generate code snippets, complete functions, and even debug existing code. Sourcery is an AI code generator and refactoring tool that focuses on assisting software developers and coders write codes efficiently. It automatically detects errors and bugs in a code snippet and gets it fixed. Being a software developer is not an easy task, it requires you writing tons of codes, editing them, running some tests and analysis to ensure the written codes are bug and error-free to say the least.

Yes, GPT-4 is highly capable of coding tasks, including generating code, explaining algorithms, debugging, and offering coding suggestions. While it’s not specialized for programming, its versatility makes it suitable for developers. Mistral focuses on multilingual capabilities and offers advanced function calling. It’s designed for developers who need a more precise, detailed approach to code generation and debugging, especially in multi-language environments. Llama 3 is the latest release from Meta AI, known for its advanced reasoning and code generation capabilities.

These libraries provide a wide range of tools for tasks such as machine learning, natural language processing, computer vision, and more. A few key Python libraries that are extensively employed in AI development are listed below. The artificial intelligence (AI) market has experienced unprecedented growth in recent years, establishing itself as a transformative force across various industries. The global AI market encompasses a wide range of technologies and applications, contributing to its remarkable size.

JavaScript is used in client-side scripting, server-side scripting, game development, and creating full-fledged games. It is a very interesting gateway language for anyone wanting to get work programming for predominantly Microsoft environments. Java was originally developed by Sun Microsystems, but when Oracle bought Sun, it also bought Java. For POST and PUT or PATCH endpoints (creating and updating records) add input validation, ensuring that the data provided by the API client is complete (no data is missing) and of correct type. The information provided is not investment advice and should not be treated as such, as products or services may change after publication.

• Most comparable to Haskell, PureScript is best used for developing web applications and server-side apps.
• The average Python developer salary in the U.S. is $125,740 per year, according to recent salary data.
• Python’s simplicity, readability, and extensive library support make it an ideal choice for data scientists and analysts to explore and analyze large datasets effectively.
• Microsoft developed C#, which has now become one of the most widely used programming languages of the last two decades.
• The idea is that it will expose some imperfections in the implementations and potential differences in their severeness depending on the selected programming language.
• And, according to Indeed data, C++ developers do even better, earning an average salary of $129,571, rising to $249,970 for those with more experience.

If it turns out it’s wrong to advocate for continued learning in software development and the industry does indeed leave the languages to the bots, these will be valuable, transferable skills for any future role. Elsewhere, the evidence shows Python is a powerful beast in the world of programming languages. Developers who want to push ahead in their profession will want to choose a programming language that appeals to them and paves the way for a promising career.

How to Build a Career in Python

In short, developers need not be threatened by no-coders and can actually benefit from the shortcuts these technologies allow. For years, coding has been shifting to becoming more accessible — just look at the popularity of more user-friendly languages such as Python, for example. With an AI helper at hand, developers may not need to memorise syntax and structures anymore, but they will still need to understand it when it comes to oversight. To compile this list, I consulted the TIOBE Programming Community index for December 2024 and several other sites. The index is a useful indicator of the popularity of programming languages and is updated once a month.

Moreover, the market of AI is also racing towards an overall size of $309.6 billion by 2026. One of our team will be in touch to learn more about your requirements, and provide pricing and access options. C also plays a hugely important role in the heart of most major operating systems, with the kernels of Windows, macOS, iOS, Android, Windows Phone, and most of Linux all written in C. It could be argued much of the world runs on C which makes it an ideal, versatile language to add to your arsenal.

Despite not being screen-based, Mochi provides interactive sound, motion, songs, and visual feedback. It goes from beginners (Blockly and snap! Intuitive programming) to advanced (Python and JavaScript). It’s certainly not the cheapest option in our chart, but the RoboMaster S1 offers a great blend of entertainment and education–edutainment, if you will–and it’s so much fun to control too. Suitable for the quite young, Space Rover uses simple push-button coding in sequences of up to 100 steps.

• And so while this a correct approach to using AI, Gemini and AutoGPT solve the need for small chunks and intern thinking about getting codes.
• It’s this app that uses a Scratch-like coding environment that lets you set simple commands to roll, flip, spin or change the color of the ball.
• Needless to say, Artificial Intelligence is the future of our technology.
• These are meant for business purposes, and many have been optimized to cater to professionals.

Therefore, python offers its developer a syntax that is super easy to learn. By its very definition, a quantum programming language is a programming language specifically designed to write programs for quantum computers. TypeScript is the Microsoft-created superset of JavaScript, and is among the most popular programming languages in the market right now. Like Java, Python has access to repositories of pre-written codes that will work on most operating systems.

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Agent Asha teaches kids how to go undercover (internet safety), design gadgets (computer programming), avoid data-hungry baddies (digital literacy), analyse intelligence (fake news) and more. Powered by Biboard, Bittle X features a customised ESP32 board with larger programming space and faster CPU, resulting in better performance. There are plenty of sample programs to get you started, and you can change these to quickly get the hang of things.

We also have guides on the best AI tools for graphic design, business, SEO, and marketing. There is a free plan, and it’s pretty good, but it has its limitations. It lacks direct support and only supports GitHub, Bitbucket, and GitLab.

It’s not as simple as one being the “best.” It all depends on your experience, professional background, and applications. But popular languages like Python, C++, Java, and R should always be considered first. In one of my projects, I wanted to test this hypothesis with a clear comparison of the differences in the code quality generated by AI tools when the only difference is the programming language used. It integrates seamlessly with most code editors and provides real-time suggestions.

This standout feature operates by meticulously analyzing a user’s existing code base. It understands the nuances of the coding style and the specific requirements of the project at hand. Based on this analysis, Codeium then intelligently suggests or auto-generates new code segments.

The TypeScript compiler checks for type mismatches and doles out compile-time errors to prevent runtime bugs. Another C-style language from Google, Dart is like JavaScript with type safety. It can easily compile to JavaScript, native machine code or WebAssembly.

100 Best Programming Languages in 2025 [Ultimate List] – Simplilearn

100 Best Programming Languages in 2025 [Ultimate List].

Posted: Tue, 17 Dec 2024 08:00:00 GMT [source]

It is known for its flexibility, support for symbolic computation, and metaprogramming capabilities. Its unique structure allows for code-as-data, or homoiconicity, which enables powerful macros. OCaml is a multi-paradigm language that combines functional, imperative, and object-oriented programming styles. Known for its speed and safety, it’s popular in academia and industry for building complex applications with performance and type safety. Haskell is a purely functional programming language known for its expressive syntax and emphasis on immutability, which helps prevent side effects in code.

We know programming can be a daunting task, but artificial intelligence can make it much more welcoming. As programmers gain experience with creating apps, they can better picture how a project goes from a drawing on paper to a functioning program. AI chatbots don’t have this same level of training that can learn from previous projects and apply what they learned to do a better job in the future.

JavaScript, or JS, is a popular fundamental programming language for the web. It combines CSS and HTML technologies to create interactive and dynamic web experiences. It is a valuable scripting language for dynamically updating content, animating images, controlling multimedia, and much more. R is a popular, well-developed, simple, and effective programming language. It involves loops, conditionals, user-defined recursive functions, and input/ output facilities.

We know many developers will do just fine with many of these other tools, but those focused on larger commercial work will also want to make sure they don’t mess with any intellectual property. It is trained only using open-source repositories, not customer content. Android Studio Bot is also free, but this is because it is still not a finalized release. It is still technically experimental, which means you may encounter some issues from time to time.

Shhh… I didn’t tell you, right, but the Children’s Spy Agency (CSA) has a new coding product out, and its mission is to get kids into coding and computer science, as well as becoming critical thinkers. A larger 78-piece Botley 2.0 Activity Set includes remote programmer, detachable arms, six double-sided boards, stickers and 27 obstacle accessories. It comes with two “face masks” (no, not that type) so it can have different looks in orange or blue. Botley 2.0 can be programmed to create a sequence of up to 150 steps in six different directions.

One of Java’s main benefits is that it’s a highly-scalable language, so is well-suited to enterprise applications. It’s also been in use for many years, so is already a key part of many organisations’ environments. The languages in this list have been informed by Stack Overflow’s most recent developer survey, while the salary information comes from PayScale, correct as of June 2022. If you’re a PHP dev with a love of web culture, Belgian IT company Smals is looking for a PHP lead developer to help create websites for various Belgian federal and regional institutions. Working with a multidisciplinary team, you will work on project definition and design of open-source products and translate customer needs into cutting-edge digital solutions.