خوارزميات التعلم الآلي

خوارزميات التعلم الآلي

نزول التدرج في الانحدار الخطي البسيط: الشرح والمعادلة بمثال عملي

نزول التدرج في الانحدار الخطي البسيط: الشرح والمعادلة بمثال عملي

وصلنا في المقال السابق إلى دالة التكلفة ، وعرفنا كيف نحصل على رقم واحد يقيس خطأ النموذج، فكلما اقتربت قيمة دالة التكلفة من الصفر كانت التنب...

خوارزميات التعلم الآلي

دالة التكلفة في الانحدار الخطي البسيط: الشرح والمعادلة بمثال عملي

دالة التكلفة في الانحدار الخطي البسيط: الشرح والمعادلة بمثال عملي

تعرفنا سابقًا على مفهوم الانحدار الخطي البسيط ، وكيف يقوم النموذج برسم الخط الذي يساعده في التنبؤ بالمخرجات y اعتمادًا على المدخلات x. كما ع...

خوارزميات التعلم الآلي

الانحدار الخطي البسيط في التعلم الآلي: شرح المعاملات w وb بمثال عملي

الانحدار الخطي البسيط في التعلم الآلي: شرح المعاملات w وb بمثال عملي

رأيتم في المقال السابق كيف تبدو البيانات في التعلم الآلي ، وما أهميتها، وكيف يستخدمها النموذج للتنبؤ. في هذا المقال سنتعرف با...

خوارزميات التعلم الآلي

البيانات في التعلم الآلي: من الأمثلة إلى التنبؤ

البيانات في التعلم الآلي: من الأمثلة إلى التنبؤ

تخيّل أنك تريد تعليم شخص لغة جديدة، هل يمكنه إتقانها من دون أن يسمع كلمات أو يقرأ جملًا أو يتدرّب على أمثلة؟ بالتأكيد لا. ال...

خوارزميات التعلم الآلي

ما هو التعلم الآلي؟ شرح مبسط للمبتدئين

ما هو التعلم الآلي؟ شرح مبسط للمبتدئين

التعلم الآلي وكيف تتعلم النماذج من البيانات لاكتشاف الأنماط ف...

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