The fields of artificial intelligence (AI) and natural language processing (NLP) are undergoing rapid advancements, significantly transforming the landscape of technology. Programming languages play a crucial role in facilitating this paradigm shift as they equip developers with the necessary tools to construct intricate AI and NLP systems. This article provides a compilation of the ten most prominent programming languages utilized in the domains of Artificial Intelligence (AI) and Natural Language Processing (NLP). These languages have been arranged in descending order based on their level of popularity, as well as their respective advantages and limitations. Python and Java are two of the most popular programming languages for AI and NLP, due to their user-friendly nature and versatile capabilities.