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برنامج الذكاء الاصطناعي والتعلم الآلي
دورة برنامج الذكاء الاصطناعي والتعلم الآلي هي برنامج تدريبي يهدف إلى تعريف المشاركين بمفاهيم وتقنيات الذكاء الاصطناعي والتعلم الآلي وكيفية تطبيقها لحل المشكلات المعقدة في مختلف المجالات. تتناول الدورة أساسيات الذكاء الاصطناعي، خوارزميات التعلم الآلي، وتطبيقات التعلم العميق لتدريب النماذج على بيانات ضخمة. سيتم التركيز على تقنيات التعلم تحت الإشراف، التعلم غير الإشرافي، والتعلم المعزز، بالإضافة إلى التعرف على الأنماط، التصنيف، التنبؤات، والتحليل التنبؤي باستخدام أدوات وتقنيات مثل Python وTensorFlow وscikit-learn. كما تشمل الدورة التعامل مع البيانات الضخمة، تطوير النماذج الرياضية، وتحسين أداء النماذج لضمان تحقيق نتائج دقيقة وفعّالة. سيتعلم المشاركون كيفية تطبيق تقنيات التعلم الآلي في الصناعات المختلفة مثل الرؤية الحاسوبية، معالجة اللغة الطبيعية، والأنظمة التوصيلية. تتضمن الدورة دراسات حالة عملية لتعزيز الفهم التطبيقي، بالإضافة إلى مشاريع تدريبية لتمكين المشاركين من تطوير حلول ذكية باستخدام الذكاء الاصطناعي والتعلم الآلي. تهدف الدورة إلى تطوير مهارات استخدام الذكاء الاصطناعي والتعلم الآلي لحل المشكلات المعقدة في بيئات العمل المختلفة. تستهدف الدورة المطورين، مهندسي البيانات، والمختصين في الذكاء الاصطناعي الذين يرغبون في تعميق معرفتهم وتطوير مهاراتهم في الذكاء الاصطناعي والتعلم الآلي.
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