Kichik biznes va startaplar uchun sun’iy intellekt yechimlari: yengil modellar va cloud si texnologiyalari
Abstract
Ushbu maqolada kichik biznes sub’ektlari va startap loyihalari uchun moslashtirilgan sun’iy intellekt (SI) yechimlari tahlil qilinadi. An’anaviy SI modellari yuqori hisoblash quvvati va katta ma’lumotlar bazasini talab qilgani sababli, ular yirik korporatsiyalar imtiyozi bo‘lib kelgan. Biroq so‘nggi yillarda yengil neyron tarmoqlar (MobileNet, TinyML, DistilBERT) va Cloud SI (AIaaS) texnologiyalarining rivojlanishi kichik kompaniyalarga ham ilg‘or SI imkoniyatlaridan foydalanish yo‘lini ochdi. Maqolada ushbu texnologiyalarning tavsifi, afzalliklari, amaliy misollar va joriy etish bo‘yicha bosqichma-bosqich tavsiyalar keltirilgan.
Kalit so‘zlar: kichik biznes, startaplar, yengil SI modellari, TinyML, Cloud SI, AIaaS, sun’iy intellektni joriy etish.
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