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ZENODO
Other literature type . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Other literature type . 2025
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2025
License: CC BY
Data sources: Datacite
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MASHINAVIY OʻQITISH ALGORITMLARINI AMALIY QOʻLLANILISHI

descriptionPublicationkeyboard_double_arrow_right Other literature type 26 Dec 2025Publisher:Zenodo
Authors: Nurmatov, Sardor; Azamova, Dilyoraxon;

doi: 10.5281/zenodo.18061342 , 10.5281/zenodo.18061341

MASHINAVIY OʻQITISH ALGORITMLARINI AMALIY QOʻLLANILISHI

Abstract

Mashinaviy oʻqitish algoritmlari so‘nggi yillarda sun’iy intellekt va ma’lumotlarni qayta ishlash sohasida muhim ahamiyat kasb etmoqda. Ushbu maqolada mashinaviy oʻqitish algoritmlarining amaliy qo‘llanilishi, ularning turli sohalardagi samaradorligi va afzalliklari tahlil qilinadi. Shuningdek, nazariy asoslar, mashinaviy oʻqitishning asosiy turlari (nazoratli, nazoratsiz va kuchaytiruvchi oʻqitish), hamda real hayotdagi qo‘llanilish misollari, jumladan, tibbiyotda kasalliklarni aniqlash, moliya sohasida risklarni baholash, sanoatda sifat nazorati va marketing sohasida mijozlar xatti-harakatlarini tahlil qilish kabi amaliy yo‘nalishlar keltiriladi. Maqola shuningdek, mashinaviy oʻqitish algoritmlarini tanlash, optimallashtirish va ulardan samarali foydalanish bo‘yicha tavsiyalar beradi.

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green