Programming languages & frameworks

Programming languages provide a way for developers to communicate with computers and tell them what to do. This enables developers to build many types of applications. Frameworks advance the developer experience by abstracting away complexities in building applications, making it easier for developers to work with the underlying technology.

Choosing a programming language

Each programming language has its own advantages and disadvantages. For example, Python emphasizes readability and ease of use, making it suitable for diverse applications, while C++ offers performance and control, often favored in systems programming.

The choice should align with project goals, scalability needs, and the developer community, recognizing that there's no one-size-fits-all language. Balancing trade-offs and understanding the nuances ensures a better match between language and project demands.

ApplicationAppropriate languages
MicroservicesQuarkus, Node.js, Go, Python, Perl
User interfacesJavaScript, .NET
Data processingJava, Rust, C, Go
Machine learningPython, R, Scala

Low-resource applications

(IoT, edge devices)

C, Go, Java, Rust

Discover programming languages & frameworks

Java logo

Java

Java is a powerful language that's widely used to create enterprise applications.

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Python logo

Python

Python is a popular programming language for data science, machine learning, and web development.

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Go logo

Go

Use Go’s speed and concurrency to get the most out of multicore and networked machines.

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Rust logo

Rust

Rust is a high-level, general-purpose programming language popular for its speed, memory, and safety.

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JavaScript logo

JavaScript

JavaScript is a ubiquitous full-stack language — use it for enterprise web applications and see how it works hand in hand with Kubernetes.

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.NET Core logo

.NET Core

Runtimes and APIs for building and running .NET applications on Linux and in containers.

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Ruby logo

Ruby

An object-oriented programming language that's simple and balanced.

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PHP

PHP

PHP is a server-side scripting language that lets developers create database-friendly content and powerful web-based applications.

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Kotlin logo

Kotlin

Kotlin is an open-source, object-oriented programming language with type inference, which allows developers to be more concise with their syntax.

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