All programming languages have their proponents, but not all are equally equipped with libraries for data science and machine learning. (Image: Igor Stevanovic, Getty Images/iStockphoto) ...

A programming language lets the programmer express data processing in a symbolic manner without regard to machine-specific details. See how many programming languages are there?.

Not necessarily for the data-science and machine-learning communities built around Python extensions like NumPy and SciPy, but as a general programming language.

AI- and machine learning-powered programming tools have the potential to reshape industries. But they have a ways to go.

This is why I’ve long argued that BASIC is the most consequential language in the history of computing. It’s a language for noobs, sure, but back then most everyone was a noob.

We need programming languages because computers only understand machine code (binary), and these languages provide a human-readable way to give them commands. Which programming language is best ...

Abstractions in programming, while hiding complexity and creating more distance to that machine code, help programmers get closer to the actual problems they’re trying to solve.

The future of software development isn’t just about who codes faster—it’s about who can express intent more naturally.

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