Artificial Intelligence Algorithms: Conspectus and Vision

Abstract

Artificial Intelligence (AI) is crucial for our survival and has evolved over six decades. It employs various algorithms and is essential for digital transformation solutions. AI technologies, such as neural networks for structured data and natural language processing (NLP) for unstructured data, are used in various domains like IoT, cybersecurity, mobile, business, health, and social media. This article presents a comprehensive view of AI algorithms and their applications, elucidating their fundamental principles and suitability in various practical domains. The paper aims to serve as a valuable resource for academia, industrial professionals, and decision-makers in real-world scenarios and application domains, focusing on the technical perspective.

The challenges and potential research directions based on this study are also emphasized by the author. This paper has a comprehensive objective of acting as a valuable resource for academia, industrial professionals, and decision-makers in diverse real-world scenarios and application domains, with a specific emphasis on the technical perspective.

The subsequent document elucidates the paramount methodologies and techniques, while also comparing the advantages and effectiveness of modern algorithms, and showcasing their noteworthy applications.