Analysis of Big Data-Based Artificial Intelligence

Muradova Alevtina, Khidirova Charos

Konferensiya

Raqamli transformatsiyalash jarayonida muhandislik sohalari va iqtisodiyot tarmoqlarini rivojlantirish: muammo va yechimlar

Yo'nalish

Sun’iy intellekt va kelajak texnologiyalari

Tashkilot

Muhammad al-Xorazmiy nomidagi Toshkent axborot texnologiyalari universiteti

Tavsif

Abstract. This article presents an analysis of the application of artificial intelligence (AI) technologies based on Big Data. The concepts and features of Big Data, their role in training machine and deep learning algorithms, as well as the relationship between AI and Big Data are considered. Examples of practical application in medicine, finance, marketing, transport, telecommunications and urban management are given. The advantages of using AI in processing Big Data are highlighted, including increased forecast accuracy, automation of processes and the ability to analyze unstructured information. Key problems and challenges are noted - protection of personal data, biases in training samples, high computational complexity. Development prospects are identified, including the development of explainable AI and integration with quantum computing.