Mazkur maqolada tarmoq xavfsizligini ta’minlashda muhim o‘rin tutuvchi IDS (Intrusion Detection System) va IPS (Intrusion Prevention System) texnologiyalarining ishlash prinsiplari, o‘zaro farqlari, afzallik va kamchiliklari tahlil qilinadi. Shuningdek, real tizimlarda bu texnologiyalarni qo‘llash samaradorligi, zamonaviy tahdidlarga qarshi kurashishdagi roli va optimal yondashuvlar keng yoritiladi.

Ushbu maqolada sun’iy intellekt (SI) asosida ishlovchi tarmoq xavfsizligi tizimlari – Intrusion Detection System (IDS) va Intrusion Prevention System (IPS) algoritmlarining tarmoq tahdidlarini aniqlashdagi samaradorligi ko‘rib chiqiladi. IDS/IPS tizimlarining an’anaviy metodlardan farqli jihatlari, sun’iy neyron tarmoqlar, mashinaviy o‘rganish (ML), chuqur o‘rganish (DL) va tabiiy tilni qayta ishlash (NLP) kabi SI uslublarini qo‘llash orqali tahdidlarni aniqlash aniqligi va tezligi tahlil qilinadi. Shuningdek, real vaqt rejimida ishlovchi zamonaviy SI-IDS/IPS tizimlarining afzalliklari va cheklovlari tahlil qilinadi.

This article analyzes the advantages and challenges of applying artificial intelligence (AI) technologies in agriculture. It explores the impact of AI on the agricultural sector, opportunities to improve productivity through the integration of these technologies, and their environmental implications. Moreover, the article provides detailed insights into the difficulties encountered in the effective implementation of AI technologies in agriculture and offers solutions to overcome them. The impact of technological innovations on the lives of rural populations is also highlighted.

Bul maqalada sóylew mádeniyatın jetilistiriw usılları, jaslar turmısındaǵı áhmiyeti sóz etilgen. Sonday-aq stilistika tarawı, túrleri, til bilimindegi ornı haqqında da maǵlıwmat berilgen.

This article explores the role of contextualized learning in enhancing communicative competence among senior secondary school students in English language classrooms. Drawing on sociolinguistic and pedagogical theories, the study investigates how real-life contexts and meaningful language use contribute to learners’ ability to communicate effectively. The paper reviews relevant literature, presents classroom-based findings, and discusses practical implications for English language teaching in secondary education.