Methodology of machine learning in statistical analysis

Mirziyodova, Gulnoza

Рақамли иқтисодиёт ва ахборот технологиялари · 2025-yil

Annotatsiya

Machine learning (ML) has become a revolutionary approach in statistical analysis with improved data interpretation and predictive modeling abilities. In this study, the methodological underpinnings of ML in statistical applications are explored, with approaches like supervised and unsupervised learning, reinforcement learning, and deep learning being highlighted. Through a review of important algorithms, performance metrics, and real-life applications, this study offers interesting perspectives on how ML augments conventional statistical methods. The findings highlight the growing synergy between ML and statistical analysis in favor of advances in data-driven decision-making

Maqola ma’lumotlari
MualliflarMirziyodova, Gulnoza
JurnalРақамли иқтисодиёт ва ахборот технологиялари
NashriyotТошкент давлат иқтисодиёт университети
Nashr sanasi2025-03-31
Jild5
Son1
Betlar273-278
TilIngliz
Ilmiy sohaIqtisodiyot
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

machine learning, statistical analysis, supervised learning, unsupervised learning, predictive modeling

Ilmiy soha

Iqtisodiyot

Iqtibos keltirish

APAMirziyodova, Gulnoza (2025). METHODOLOGY OF MACHINE LEARNING IN STATISTICAL ANALYSIS. Рақамли иқтисодиёт ва ахборот технологиялари, 5(1), 273-278. https://dgeconomy.tsue.uz/index.php/dgeco/article/view/331
GOST (OAK)Mirziyodova, Gulnoza METHODOLOGY OF MACHINE LEARNING IN STATISTICAL ANALYSIS // Рақамли иқтисодиёт ва ахборот технологиялари. – 2025. – T. 5, № 1. – P. 273-278.
MLAMirziyodova, Gulnoza. “METHODOLOGY OF MACHINE LEARNING IN STATISTICAL ANALYSIS.” Рақамли иқтисодиёт ва ахборот технологиялари, 5(1), 273-278, 2025. https://dgeconomy.tsue.uz/index.php/dgeco/article/view/331
ChicagoMirziyodova, Gulnoza. “METHODOLOGY OF MACHINE LEARNING IN STATISTICAL ANALYSIS.” Рақамли иқтисодиёт ва ахборот технологиялари, 5(1), 273-278 (2025). https://dgeconomy.tsue.uz/index.php/dgeco/article/view/331
HarvardMirziyodova, Gulnoza (2025) ‘METHODOLOGY OF MACHINE LEARNING IN STATISTICAL ANALYSIS’, Рақамли иқтисодиёт ва ахборот технологиялари, 5(1), 273-278. https://dgeconomy.tsue.uz/index.php/dgeco/article/view/331
BibTeX
@article{mirziyodovagulnoza2025,
  title = {METHODOLOGY OF MACHINE LEARNING IN STATISTICAL ANALYSIS},
  author = {Mirziyodova, Gulnoza},
  journal = {Рақамли иқтисодиёт ва ахборот технологиялари},
  year = {2025},
  volume = {5},
  number = {1},
  pages = {273-278},
  url = {https://dgeconomy.tsue.uz/index.php/dgeco/article/view/331}
}

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