Keywords
Abstract
IoT(Internet of Things) tizimi turli xil qurilmalar va sensorlarning bir-biriga ulanishi orqali ma'lumotlarni to‘plash, tahlil qilish va boshqarish imkonini beruvchi muhim texnologik platformadir. IoT tizimida ijrochi qurilmalar muhim rol o‘ynaydi. Ularning asosiy vazifasi turli ma‘lumotlarni o‘qib, tahlil qilib, ularga muvofiq harakatlarni amalga oshiradi. Ijrochi qurilmalar IoT tizimini boshqarish va nazorat qilish uchun zarurdir.
References
1.Introduction to Decision Trees - Jiawei Han, Micheline Kamber, Jian Pei.
2. Data Mining: Practical Machine Learning Tools and Techniques- Ian H. Witten, Eibe
Frank, Mark A. Hall.
3. Pattern Recognition and Machine Learning - Christopher M. Bishop
4. Decision Trees for Business Intelligence and Data Mining: Using SAS Enterprise Miner - Barry de Ville.
5. LeCun, Y., Bengio, Y., & Hinton, G. (2015).“Deep learning”. Nature, 521(7553), 436-444.
Chuqur o‘rganish sohasidagi asosiy tadqiqotlardan biri, bu soha qanday qilib kompyuterlaryordamida o‘rganishni tubdan o‘zgartirganini tushuntiradi.
6. Hastie, T., Tibshirani, R., & Friedman, J. (2009)."The Elements of Statistical Learning:Data Mining, Inference, and Prediction." Springer. Statistik o‘rganishning asosiy