DATA MININGDA SEMMA METODOLIGIYASI TASNIFI

Sanayev Mashrab Eshquvvat o’g’li; Buriyev Zayniddin Elmurza o’g’li; Alisherov Boburjon Anvar o’g’li

Авторы

Sanayev Mashrab Eshquvvat o’g’li
Buriyev Zayniddin Elmurza o’g’li
Alisherov Boburjon Anvar o’g’li

Ключевые слова:

Kalit so‘zlar: SEMMA, Namuna olish, Tahlil qilish, O'zgartirish, Model, Baholash

Аннотация

Bu maqola, ma'lumotlar tahlili va data mining sohasida SEMMA (Sample, Explore, Modify, Model, Assess) metodologiyasini ta'riflash va tavsiflashga bag'ishlangan. SEMMA metodologiyasi, ma'lumotlarni sinovdan o'tkazishdan boshlab, ulardan model yaratish va baho olish jarayonlarini tuzishda qo'llaniladi. Maqola, bu metodologiyani tushuntirib, har bir bosqichning ahamiyatini, faoliyatlarini va bu usulning ma'lumotlar tahlilida qanday yordam bera olishini ta'kidlaydi.

Библиографические ссылки

Naim o‘g‘li M. D., Abdishukur o'g'li S. A. THE NUMPY LIBRARY OF THE PYTHON PROGRAMMING LANGUAGE IS AN OPTIMAL SOLUTION FOR WORKING WITH ARRAYS //JOURNAL OF INNOVATIONS IN SCIENTIFIC AND EDUCATIONAL RESEARCH. – 2022. – Т. 2. – №. 13. – С. 195-197.

Naim o’g’li M. D., Baxtiyor o‘g’li E. S. DATA SCIENCE METHODOLOGY IN LEARNING PROGRAMMING //JOURNAL OF INNOVATIONS IN SCIENTIFIC AND EDUCATIONAL RESEARCH. – 2022. – Т. 2. – №. 13. – С. 207-210.

Amanbayevna A. S., Naim o’g’li M. D. GEOMETRIC MODELING AND VISUALIZATION OF SELF-SIMILAR STRUCTURES BASED ON FRACTAL THEORY //JOURNAL OF INNOVATIONS IN SCIENTIFIC AND EDUCATIONAL RESEARCH. – 2022. – Т. 2. – №. 13. – С. 187-188.

Naim o’g’li M. D., Baxtiyor o‘g’li E. S. KATTA HAJMDAGI MA'LUMOTLARINI TAHLIL QILISHDA CRISP-DM USULLARINI QO'LLASH //JOURNAL OF INNOVATIONS IN SCIENTIFIC AND EDUCATIONAL RESEARCH. – 2022. – Т. 2. – №. 13. – С. 211-216.

Baxtiyor o‘g’li E. S., Naim o’g’li M. D. YAGONA INTERAKTIV DAVLAT XIZMATLARI PORTALNING TRANSPORT BO’LIMINI IDF0, DFD VA IDF3 SATANDART DIAGRAMMARI YORDAMIDA YARATILGAN LOYIHASI //JOURNAL OF INNOVATIONS IN SCIENTIFIC AND EDUCATIONAL RESEARCH. – 2022. – Т. 2. – №. 13. – С. 198-206.

Doston M., Abdulatif S. SUN’IY INTELLEKT TEXNOLOGIYALARI VA ULARNI SOHALARDA QO ‘LLANILISHI //Educational Research in Universal Sciences. – 2022. – Т. 1. – №. 5. – С. 144-147.

Javlon X. et al. Классификатор движения рук с использованием биомиметического распознавания образов с помощью сверточных нейронных сетей с методом динамического порога для извлечения движения с использованием датчиков EF //Journal of new century innovations. – 2022. – Т. 19. – №. 6. – С. 352-357.

Naim o’g’li M. D., Xasan o’g’li A. M. CLASSIFICATION OF CRISP-DM METHODOLOGY IN DATA ANALYSIS //MODELS AND METHODS FOR INCREASING THE EFFICIENCY OF INNOVATIVE RESEARCH. – 2023. – Т. 2. – №. 19. – С. 220-222.

Naim o’g’li, Muxtorov Doston, and Qudratov Akbar Akmal o’g’li. "ROLAP VA DATA MINING INTEGRATSIYASI." Yangi O'zbekiston taraqqiyotida tadqiqotlarni o'rni va rivojlanish omillari 1.1 (2023): 233-236.

Naim o’g’li, Muxtorov Doston, and RASHIDOV BOYSARI TO‘RA O‘G. "STREAM DATA MINING VA REAL VAQT TAHLILI." Yangi O'zbekiston taraqqiyotida tadqiqotlarni o'rni va rivojlanish omillari 1.1 (2023): 217-222.

Naim o’g’li, Muxtorov Doston, ALISHEROV BOBURJON ANVAR O‘G‘LI, and SAFAROV ULUG‘BEK ANORBOY O‘G. "OLAP VA DATA MINING INTEGRATSIYASI." Yangi O'zbekiston taraqqiyotida tadqiqotlarni o'rni va rivojlanish omillari 1.1 (2023): 229-232.

Naim o’g’li, Muxtorov Doston, SAFAROV ULUG‘BEK ANORBOY O‘G, and G‘ANIYEV SOBIR QODIR O‘G. "DATA MINING KLASSIFIKATSIYA VA KLASTERIZATSIYA." Yangi O'zbekiston taraqqiyotida tadqiqotlarni o'rni va rivojlanish omillari 1.1 (2023): 223-228.

Naim o‘g‘li, Muxtorov Doston, and Shermuhammedov Abdulatif Abdishukur o'g'li. "THE NUMPY LIBRARY OF THE PYTHON PROGRAMMING LANGUAGE IS AN OPTIMAL SOLUTION FOR WORKING WITH ARRAYS." JOURNAL OF INNOVATIONS IN SCIENTIFIC AND EDUCATIONAL RESEARCH 5.4 (2022): 195-197.

Naim o’g’li, Muxtorov Doston, and Ergashev Sirojiddin Baxtiyor o‘g’li. "KATTA HAJMDAGI MA'LUMOTLARINI TAHLIL QILISHDA CRISP-DM USULLARINI QO'LLASH." JOURNAL OF INNOVATIONS IN SCIENTIFIC AND EDUCATIONAL RESEARCH 5.4 (2022): 211-216.

Baxtiyor o‘g’li, Ergashev Sirojiddin, and Muxtorov Doston Naim o’g’li. "YAGONA INTERAKTIV DAVLAT XIZMATLARI PORTALNING TRANSPORT BO’LIMINI IDF0, DFD VA IDF3 SATANDART DIAGRAMMARI YORDAMIDA YARATILGAN LOYIHASI." JOURNAL OF INNOVATIONS IN SCIENTIFIC AND EDUCATIONAL RESEARCH 5.4 (2022): 198-206.

Yusupovich X. J. BEMORLARNING SHIFOKOR YOZGAN RETSEPTI BOYICHA DORILARNI QABUL QILGANLIK DARAJASINI ANIQLASH AVTOMATIK TIZIMNI YARATISH //MODELS AND METHODS FOR INCREASING THE EFFICIENCY OF INNOVATIVE RESEARCH. – 2023. – Т. 2. – №. 19. – С. 223-234.

Бурнашев В. Ф., Холматов Ж. Ю. МАТЕМАТИЧЕСКОЕ МОДЕЛИРОВАНИЕ ГИДРОДИНАМИЧЕСКИХ ПРОЦЕССОВ МНОГОФАЗНОЙ ФИЛЬТРАЦИИ В НЕФТЯНОМ ПЛАСТЕ ПРИ ЕГО ЗАВОДНЕНИИ //RESEARCH AND EDUCATION. – 2022. – Т. 1. – №. 1. – С. 137-154.

Kholmatov Javlon, & Mustafoyev Erali. (2023). STRUCTURE AND PRINCIPLE OF OPERATION OF FULLY CONNECTED NEURAL NETWORKS. International Journal of Contemporary Scientific and Technical Research, 136–141.