Top 9 AI programming languages everyone should know
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let’s learn more about the top AI programming languages of 2025 that every leader should use as a building block for creating AI systems.
Top 9 AI programming languages everyone should know
- 1. AI programming languages Top 9 languages everyone should know AI programming Start Start with us
- 2. 1 Quick summary Wondering which AI programming languages will have the big run in 2025? Well, discover the key players in AI development, from C++’s high-performance capabilities to JavaScript’s real-time AI applications. Learn about their features, top use cases, and why they’re gaining global popularity. Read the blog now and learn What makes these languages the go-to choice for developers in 2025.
- 3. 2 Python Python is a high-performing and versatile programming language that has steadily maintained its top position as the most loved language amongst developers, and validates the same. StackOverflow’s survey With more than 81% of developers using , its readability, ease of use, and powerful libraries such as TensorFlow, Keras, PyTorch, and Scikit-learn simplify machine learning and data analysis tasks continue to dominate the AI ML development services market. Python development services
- 4. 3 Scala Because of Scala’s ability to manage intricate algorithms and stream data at a large scale, it serves as an efficient, high-performing, and functional programming language for managing complex tasks. With libraries like Breeze, Spark MLlib, and Akka, Scala excels in large-scale data processing and AI model development. Its popularity has grown, especially in big data applications, with big enterprises like LinkedIn and Netflix using Scala for AI.
- 5. 4 Prolog The declarative AI programming language Prolog excels in logic programming, enabling developers to represent knowledge and resolve complex problems using a set of rules and facts. Using libraries like SWI-Prolog and Logtalk, it becomes the best-fit AI language for AI projects that necessitate complex logical reasoning, pattern matching, and knowledge representation, especially in applications such as natural language processing and expert systems. With its unique approach to solving problems through logical queries, leading AI and ML development companies choose Prolog for AI research and academic settings.
- 6. 5 Java Java is an object-oriented, class-based programming language known for its portability and scalability. Developers choose this language because of its strong performance, platform independence, scalability, and extensive libraries like Deeplearning4j, Weka, and MOA, which increase Java usage in AI for data processing, machine learning, and neural networks. Java’s global popularity is reflected in its ranking as one of the top 5 programming languages as per the . Tiobe Index 2024
- 7. 6 Haskell This purely functional programming language is widely known for its strong static typic and lazy evaluation. Its strong type system makes it ideal for developing complex AI algorithms where correctness and reliability are crucial, particularly for projects involving advanced mathematics, logic, and probabilistic modeling, allowing developers to represent complex AI models with clean, readable code that closely resembles mathematical equations; this is especially valuable in research-oriented AI applications where rigorous verification is important.
- 8. 7 Lisp Lisp is one of the oldest AI programming languages, designed for symbolic processing and list manipulation. Popular libraries such as Common Lisp and SBCL support AI development, particularly in machine learning and natural language processing. Lisp gained popularity for its flexibility and efficient handling of symbolic computation and remains influential in AI research, particularly in academia and AI theory (source: TIOBE Index 2024).
- 9. 8 C++ C++ is a powerful, high-performance programming language widely used in AI for system-level programming, robotics, and real-time applications. Libraries such as TensorFlow, Caffe, and Dlib offer robust tools for machine learning and computer vision. reveals that C++’s global popularity is driven by its speed and efficiency, particularly in performance-critical AI tasks. Stackoverflow survey 2024
- 10. 9 JavaScript JavaScript is a dynamic, high-level programming language commonly used for web development. In AI, it benefits from libraries like TensorFlow.js, Synaptic, and Brain.js, enabling developers to build AI models directly in the browser. research states that JavaScript’s popularity skyrocketed due to its web capabilities, with over 95% of websites utilizing it. JW3Techs2024
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