BAYES` THEOREM AND ITS PRACTICAL APPLICATIONS

##article.authors##

  • Nurmanova E`zoza Ulug’bek qizi ##default.groups.name.author##
  • Adizova Maftuna Bahodirovna ##default.groups.name.author##
  • Ko`charova Zarinso Yusuf qizi ##default.groups.name.author##
  • Abdurasulova Aziza G`ayrat qizi ##default.groups.name.author##

##semicolon##

Bayes`theorem, Bayesian inference, probability theory, machine learning, artificial intelligence, medical diagnostics, spam filtering, finance, risk assesssment, classification problems, decision-making.

##article.abstract##

Bayes` theorem is a fundamental concept in probability theory that provides a framework for updating probabilities based on new evidence. This article explores the mathematical foundation of Bayes`theorem, its formula, and real-life applications in various domains, including spam filtering, medical diagnostics, artificial intelligence, finance, and weather forecasting. Several practical examples are presented to illustrate its utility in decision-making. The theorem plays a crucial role in Bayesian inference, enabling accurate predictions and informed decisions in diverse fields.

##submission.authorBiographies##

  • Nurmanova E`zoza Ulug’bek qizi

    Student of “Applied Mathematics” branch of Jizzakh National University of Uzbekistan

  • Adizova Maftuna Bahodirovna

    Student of “Applied Mathematics” branch of Jizzakh National University of Uzbekistan

  • Ko`charova Zarinso Yusuf qizi

    Student of “Applied Mathematics” branch of Jizzakh National University of Uzbekistan

  • Abdurasulova Aziza G`ayrat qizi

    Student of “Applied Mathematics” branch of Jizzakh National University of Uzbekistan

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##submissions.published##

2025-02-15

##issue.issue##

##issue.vol## 20 ##issue.no## 1 (2025): Modern education and development

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Articles

##submission.howToCite##

BAYES` THEOREM AND ITS PRACTICAL APPLICATIONS. (2025). Modern Education and Development, 20(1), 339-344. https://scientific-jl.com/mod/article/view/2158