PYTHON YORDAMIDA AI LOYIHASINI YARATISH: AMALIY MISOL
Keywords:
Kalit so‘zlar: Sun’iy intellekt, Python, ta’lim texnologiyalari, Telegram-bot, avtomatlashtirish, shaxsiylashtirilgan ta’lim.Abstract
Annotatsiya: Ushbu maqolada zamonaviy ta’lim tizimida sun’iy intellekt (SI)
va Python dasturlash tilining integratsiyasi orqali o‘quv jarayonini yaxshilashning
ilg‘or usullari ko‘rib chiqiladi. Maqolada AI asosida yaratilgan Telegram-botlar,
avtomatlashtirilgan o‘quv materiallari tayyorlash, shaxsiylashtirilgan ta’lim
yo‘nalishlari va fayllarni konvertatsiya qilish kabi amaliy misollar tahlil qilinadi.
Python dasturlash tili va uning kutubxonalari (OpenAI API, Aiogram, python-pptx)
yordamida qanday qilib ta’lim jarayonini samarali tashkil etish mumkinligi haqida
batafsil yoritilgan.
References
Foydalanilgan Adabiyotlar
1. Brown, T. et al. (2020). Language Models are Few-Shot Learners. OpenAI.
2. Van Rossum, G. (2021). Python Programming Language: Official Documentation.
3. Chollet, F. (2018). Deep Learning with Python. Manning Publications.
4. Russell, S. (2022). Artificial Intelligence: A Modern Approach. Pearson.
5. McKinney, W. (2017). Python for Data Analysis. O’Reilly Media.
6. Géron, A. (2019). Hands-On Machine Learning with Scikit-Learn and TensorFlow.
O’Reilly.
7. Lutz, M. (2013). Learning Python. O’Reilly Media.
8. Goodfellow, I. (2016). Deep Learning. MIT Press.
9. Norvig, P. (2021). Artificial Intelligence in Education: Challenges and
Opportunities. Springer.
10. Hinton, G. (2018). Neural Networks for Machine Learning. Coursera.