SELF-LEARNING OF ARTIFICIAL INTELLIGENCE. BASIC PRINCIPLES OF ARTIFICIAL INTELLIGENCE OPERATION USING A SIMPLE EXAMPLE: Sadikova M. A. Fergana Branch of TUIT named after Muhammad al-Khwarizmi, Senior Lecturer at the Department of Software Engineering and Digital Economy. Avazova N. K. 3rd-year student at the Faculty of Software Engineering and Digital Economy.

Avazova, Navruzakhon, Садикова, М.А.

Al-Farg'oniy avlodlari · 2023-yil

Annotatsiya

Annotation: The article provides a comprehensive overview of modern concepts, methods, and the significance of self-learning for the development of AI. Starting with the definition and technical aspects of self-learning, the article delves into the core advantages and challenges of this approach, emphasizing effective strategies to manage constraints. Additionally, it conducts research that illuminates the fundamental principles of neural network operation. The training results of the model are depicted in the change of accuracy on both training and test data in each epoch, allowing for an assessment of the model's performance and identification of necessary enhancements to improve its efficiency.

Maqola ma’lumotlari
MualliflarAvazova, Navruzakhon, Садикова, М.А.
JurnalAl-Farg'oniy avlodlari
NashriyotТАТУ Фарғона филиали
ISSN2181-4252
Nashr sanasi2023-12-11
Son4
Betlar246-250
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

Искусственный интеллект, машинное обучение, самообучение, интеллектуальные системы, автономная навигация, переобучение, стабильные алгоритмы, базовые принципы, нейронные сети, вероятные метрики, набор данных MNIS, гиперпараметры, глубокое обучение, валидация модели

Ilmiy soha

Texnika

Iqtibos keltirish

APAAvazova, Navruzakhon, & Садикова, М.А. (2023). SELF-LEARNING OF ARTIFICIAL INTELLIGENCE. BASIC PRINCIPLES OF ARTIFICIAL INTELLIGENCE OPERATION USING A SIMPLE EXAMPLE: Sadikova M. A. Fergana Branch of TUIT named after Muhammad al-Khwarizmi, Senior Lecturer at the Department of Software Engineering and Digital Economy. Avazova N. K. 3rd-year student at the Faculty of Software Engineering and Digital Economy.. Al-Farg'oniy avlodlari, (4), 246-250. https://al-fargoniy.uz/index.php/journal/article/view/177
GOST (OAK)Avazova, Navruzakhon, Садикова, М.А. SELF-LEARNING OF ARTIFICIAL INTELLIGENCE. BASIC PRINCIPLES OF ARTIFICIAL INTELLIGENCE OPERATION USING A SIMPLE EXAMPLE: Sadikova M. A. Fergana Branch of TUIT named after Muhammad al-Khwarizmi, Senior Lecturer at the Department of Software Engineering and Digital Economy. Avazova N. K. 3rd-year student at the Faculty of Software Engineering and Digital Economy. // Al-Farg'oniy avlodlari. – 2023. – № 4. – P. 246-250.
MLAAvazova, Navruzakhon, and Садикова, М.А. “SELF-LEARNING OF ARTIFICIAL INTELLIGENCE. BASIC PRINCIPLES OF ARTIFICIAL INTELLIGENCE OPERATION USING A SIMPLE EXAMPLE: Sadikova M. A. Fergana Branch of TUIT named after Muhammad al-Khwarizmi, Senior Lecturer at the Department of Software Engineering and Digital Economy. Avazova N. K. 3rd-year student at the Faculty of Software Engineering and Digital Economy..” Al-Farg'oniy avlodlari, (4), 246-250, 2023. https://al-fargoniy.uz/index.php/journal/article/view/177
ChicagoAvazova, Navruzakhon, and Садикова, М.А. “SELF-LEARNING OF ARTIFICIAL INTELLIGENCE. BASIC PRINCIPLES OF ARTIFICIAL INTELLIGENCE OPERATION USING A SIMPLE EXAMPLE: Sadikova M. A. Fergana Branch of TUIT named after Muhammad al-Khwarizmi, Senior Lecturer at the Department of Software Engineering and Digital Economy. Avazova N. K. 3rd-year student at the Faculty of Software Engineering and Digital Economy..” Al-Farg'oniy avlodlari, (4), 246-250 (2023). https://al-fargoniy.uz/index.php/journal/article/view/177
HarvardAvazova, Navruzakhon, and Садикова, М.А (2023) ‘SELF-LEARNING OF ARTIFICIAL INTELLIGENCE. BASIC PRINCIPLES OF ARTIFICIAL INTELLIGENCE OPERATION USING A SIMPLE EXAMPLE: Sadikova M. A. Fergana Branch of TUIT named after Muhammad al-Khwarizmi, Senior Lecturer at the Department of Software Engineering and Digital Economy. Avazova N. K. 3rd-year student at the Faculty of Software Engineering and Digital Economy.’, Al-Farg'oniy avlodlari, (4), 246-250. https://al-fargoniy.uz/index.php/journal/article/view/177
BibTeX
@article{avazovanavruzakhon2023,
  title = {SELF-LEARNING OF ARTIFICIAL INTELLIGENCE. BASIC PRINCIPLES OF ARTIFICIAL INTELLIGENCE OPERATION USING A SIMPLE EXAMPLE: Sadikova M. A. Fergana Branch of TUIT named after Muhammad al-Khwarizmi, Senior Lecturer at the Department of Software Engineering and Digital Economy. Avazova N. K. 3rd-year student at the Faculty of Software Engineering and Digital Economy.},
  author = {Avazova, Navruzakhon and Садикова, М.А.},
  journal = {Al-Farg'oniy avlodlari},
  year = {2023},
  number = {4},
  pages = {246-250},
  url = {https://al-fargoniy.uz/index.php/journal/article/view/177}
}

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