How to Build Generative AI LLM Models: A Comprehensive Guide to Design, Train, and Deploy Advanced L

How to Build Generative AI LLM Models: A Comprehensive Guide to Design, Train, and Deploy Advanced L

An introduction to generative AI and LLMs, outlining their history, applications, and key concepts like tokens, embeddings, and attention mechanisms. The guide then delves into the mathematical and statistical foundations of LLMs, covering essential topics such as probability theory, linear algebra, calculus, and deep learning basics. The main focus is on practical aspects of designing and training LLMs, including data collection, data preprocessing, model architectures, training techniques, evaluation metrics, and fine-tuning. The text further explores deploying LLMs in production environment

برامج تتضمن ميزات الاشتراك

LLM ENGINEERING SERIES

Listen to all the episodes before anyone else

‏٢٫٩٩ ‏$ كل شهر أو ‏٩٫٩٩ ‏$ كل سنة

التقييمات والمراجعات

حول

An introduction to generative AI and LLMs, outlining their history, applications, and key concepts like tokens, embeddings, and attention mechanisms. The guide then delves into the mathematical and statistical foundations of LLMs, covering essential topics such as probability theory, linear algebra, calculus, and deep learning basics. The main focus is on practical aspects of designing and training LLMs, including data collection, data preprocessing, model architectures, training techniques, evaluation metrics, and fine-tuning. The text further explores deploying LLMs in production environment

المزيد من LLM Engineering Series

قد يعجبك أيضًا

للاستماع إلى حلقات ذات محتوى فاضح، قم بتسجيل الدخول.

اطلع على آخر مستجدات هذا البرنامج

قم بتسجيل الدخول أو التسجيل لمتابعة البرامج وحفظ الحلقات والحصول على آخر التحديثات.

تحديد بلد أو منطقة

أفريقيا والشرق الأوسط، والهند

آسيا والمحيط الهادئ

أوروبا

أمريكا اللاتينية والكاريبي

الولايات المتحدة وكندا