#foydali

🤖 AI/ML o'rganayotganlar uchun TOP 16 ta GitHub repozitoriy

Qimmat kurslarga pul sarflash shart emas. AI va Machine Learning'ni amaliy loyihalar orqali o'rganish uchun eng foydali GitHub repozitoriylari:

• 1. Microsoft ML for Beginners
▫️ To'liq ML kursi va boshlang'ich loyihalar.

• 2. 100 Days of ML Code
▫️ Har kuni ML mashq qilish uchun 100 kunlik roadmap.

• 3. The Algorithms (Python)
▫️ 200+ algoritm va ularning Python implementatsiyasi.

• 4. Mathematics for Machine Learning
▫️ Linear algebra, calculus va ML matematikasi asoslari.

• 5. Made With ML
▫️ Real loyihalar orqali ML workflow va deployment.

• 6. Deep Learning Paper Implementations
▫️ 60+ Deep Learning maqolalarining amaliy implementatsiyasi.

• 7. Neural Networks: Zero to Hero
▫️ Neyron tarmoqlarni noldan yaratishni o'rganing.

• 8. Hands-On Large Language Models
▫️ LLM'larni yaratish va ulardan foydalanish bo'yicha qo'llanma.

• 9. Prompt Engineering Guide
▫️ Prompt yozish usullari va real misollar.

• 10. AI Agents for Beginners
▫️ AI agentlarini yaratish bo'yicha boshlang'ich kurs.

• 11. Generative AI Agent Techniques
▫️ Zamonaviy AI agentlari va avtonom workflow'lar.

• 12. RAG Techniques Repository
▫️ RAG (Retrieval-Augmented Generation) usullari va misollar.

• 13. Awesome Data Science
▫️ Data Science bo'yicha eng foydali resurslar va loyihalar.

• 14. Awesome NLP
▫️ NLP uchun kutubxonalar, datasetlar va maqolalar.

• 15. Awesome Reinforcement Learning
▫️ Reinforcement Learning bo'yicha saralangan resurslar.

• 16. Reinforcement Learning Algorithms From Scratch
▫️ RL algoritmlarini bosqichma-bosqich noldan yozish.

@webmakon