Artificial Intelligence in Data Analytics: A Comprehensive Review
DOI:
https://doi.org/10.70445/gjus.2.2.2025.77-104Keywords:
AI, Data Analytics, Machine learning, Deep learning, Big data, Predictive AnalyticsAbstract
Data analytics have become a strong, smart, and automatic field with the help of AI. In this review, the author discusses the development of data analytics since their traditional ways of operation to AI-based systems, including machine learning, deep learning, and natural language processing. It covers key AI methods, industry applications, tools and technologies, advantages, issues and future trends. AI boosts precision, real-time processing, and decision-making and facilitates predictive and prescriptive insights. Although issues such as the privacy of data, bias, and computational complexity remain, AI is proceeding at a very fast pace. All in all, AI is transforming data analytics to become more efficient, scalable, and intelligent.
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