The Crucial Role of Programming Languages in Developing AI
An Introduction to Programming Languages Used to Develop AI
Programming languages serve as critical instruction manuals for computers, guiding them on processing information and performing complex tasks like voice recognition, image identification, and autonomous driving. These languages are at the heart of AI and machine learning development (Jameson, 2015)1.
Top Programming Languages for AI: Python and Java
Among the programming languages used to develop AI, Python reigns notable for its simplicity (Adams, 2020)2. Java is also a top pick for AI application owing to its platform independence, flexibility, and object-oriented programming methodologies (Rouse, 2020)3.
Diverse Programming languages Used in AI: C++, Lisp, Prolog, R, and Julia
C++ is known for high-performance computing, making it one of the programming languages used in AI (Seacord, 2013)4. Lisp remains a solid choice for AI (Russell & Norvig, 2020)5, Prolog is praised for its compatibility with complex problems (Colmerauer & Roussel, 1993)6, R is valued for statistical computing (Murrell, 2017)7, and Julia is recognized for high-speed computation (Bezanson et al., 2017)8.
Choosing the Right Programming Language to Develop AI
The choice of programming languages used to develop AI present a range of divergent strengths, flexibility, and specializations. The fascination of AI lies in the shift from complexity to simplicity, and remember this golden rule – learning in AI and its programming languages knows no boundary (Domingos, 2015)9.
Exploring AI Through Programming languages
Let’s delve deeper into the AI world using various programming languages. Python, Java, C++, Lisp, Prolog, R, or Julia – each offers unique potential to unravel the marvels of artificial intelligence (Russell et al., 2020)10.
References
- Jameson, N. (2015). Programming: Computer Programming for Beginners.
- Adams, S. (2020). Python for Data Analysis: Master the Basics.
- Rouse, M. (2020). What is Java? – Definition from WhatIs.com. WhatIs.com.
- Seacord, R. (2013). The CERT C++ Secure Coding Standard. Addison-Wesley.
- Russell, S. & Norvig, P. (2020). Artificial Intelligence: A Modern Approach.
- Colmerauer, A., & Roussel, P. (1993). The Birth of Prolog. The Second ACM SIGPLAN Conference on History of Programming Languages.
- Murrell, P. (2017). R Graphics (Third Edition). Chapman & Hall/CRC Computer Science & Data Analysis.
- Bezanson, J., Edelman, A., Karpinski, S., & Shah, V. B. (2017). Julia: A Fresh Approach to Numerical Computing.
- Domingos, P. (2015). The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World.
- Russell, S., Dewey, D., & Tegmark, M. (2020). Research priorities for robust and beneficial artificial intelligence. AI Magazine.