Greetings! 
As a web developer new to the realm of Artificial Intelligence, I’m curious about the programming languages predominantly employed in AI and machine learning. While Python seems to be the leading choice, an industry expert recently mentioned that companies developing AI systems for production often prefer compiled languages to enhance performance. However, most educational resources and influencers focus on Python and its associated libraries, such as NumPy, among others. Can anyone clarify this landscape for me?
hey liam! yeah, python is super popular due to its simplicity & tons of libs. but in prod, performance is key, so languages like C++ or Java can be prefered. also, R is widely used for statistical stuff in AI. each lang has its own strenghts, so it depends on ur needs!
In addition to Python and other mentioned languages, it’s worth considering the role of specialized languages such as Julia. Julia is gaining traction in the AI community for its ability to handle high-performance numerical analysis and mathematical calculations, thanks to its Just-In-Time (JIT) compiler. It bridges the gap between the ease of use found in languages like Python and the speed of C, making it a worthwhile option for projects that require extensive computational resources without sacrificing programming agility.