Данная работа посвящена анализу произведения «Пётр и Феврония», в котором освещаются темы любви, верности и нравственных ценностей. Через образы главных героев раскрываются истинная любовь и мудрость. Также рассматривается место произведения в религиозной и народной литературе.

This paper focuses on the selection and justification of deep learning models for emotion classification tasks. It provides a comprehensive analysis of various neural network architectures, including Convolutional Neural Networks, Recurrent Neural Networks, Long Short-Term Memory networks, and Transformer models, assessing their performance in recognizing and classifying human emotions from multimodal data sources. The study examines the strengths and limitations of each model with respect to data type, training efficiency, computational complexity, and generalization capabilities. Furthermore, criteria for optimal model selection tailored to real-world emotion recognition applications are discussed. The findings contribute to enhancing the accuracy and robustness of emotion classification systems and offer valuable guidelines for researchers and practitioners developing advanced affective computing solutions.

Ushbu maqolada O‘zbekiston transport tarmoqlari bilan bog‘liq holda motel va kichik mehmonxonalarning yangi dizayn tendensiyalari tahlil qilinadi. Tadqiqot davomida transport infratuzilmasi, ekologik innovatsiyalar va milliy arxitektura elementlari asosida yangi loyihalarning istiqbollari o‘rganildi.

Mazkur maqolada “O‘zbekistonning eng yangi tarixi” fanini o‘qitish jarayonida o‘quvchilarda ijtimoiy kompetensiyani shakllantirishning asosiy yo‘nalishlari yoritilgan. Maqolada ijtimoiy kompetensiya tushunchasining mazmun-mohiyatini sharhlab, uni tarixiy ong, fuqarolik pozitsiyasi va madaniy merosga munosabat orqali shakllantirish usullarini ko‘rsatib beradi. Shuningdek, dars jarayonlarida interaktiv metodlardan foydalanish, tarixiy voqealarga tanqidiy yondashuvni rivojlantirish va zamonaviy o‘quv materiallaridan foydalanish bo‘yicha tavsiyalar berilgan.

Mazkur maqolada ta’lim muassasalarini boshqarish tizimini takomillashtirishning dolzarb jihatlari yoritilgan. Bugungi kunda ta’lim sifati va samaradorligini oshirishda menejment tizimining samarali faoliyati muhim o‘rin egallaydi. Shuning uchun ta’lim jarayonida strategik rejalashtirish, innovatsion yondashuv, raqamli boshqaruv, monitoring va baholash tizimlarini rivojlantirish orqali menejmentni zamonaviylashtirish zarurati ortib bormoqda. Maqolada samarali boshqaruv modelini shakllantirish, kadrlar salohiyatini oshirish, resurslardan oqilona foydalanish va ta’lim muassasasining ichki muhitini yaxshilash bo‘yicha amaliy takliflar berilgan. Shuningdek, xorijiy tajribalar tahlil qilinib, ularni milliy tizimga moslashtirish imkoniyatlari ham ko‘rib chiqilgan.