Course
أساسيات البيانات الضخمة والتعلم الآلي في Google Cloud
دورة أساسيات البيانات الضخمة والتعلم الآلي في Google Cloud هي برنامج تدريبي يهدف إلى تعريف المشاركين بالمفاهيم الأساسية للبيانات الضخمة والتعلم الآلي واستخدام منصة Google Cloud لتنفيذ هذه التقنيات. تتناول الدورة إعداد وإدارة البيانات الضخمة باستخدام خدمات Google Cloud مثل BigQuery، Cloud Storage، وDataflow، وكيفية تحليل البيانات الضخمة بطرق فعّالة. كما سيتم التركيز على التعلم الآلي في Google Cloud باستخدام AI Platform وTensorFlow لتطوير نماذج الذكاء الاصطناعي والتعلم الآلي، وكيفية تدريب وتقييم النماذج باستخدام البيانات الضخمة. سيتعلم المشاركون كيفية معالجة البيانات، تدريب النماذج، وتحليل النتائج باستخدام أدوات Google Cloud المختلفة لتحقيق رؤى دقيقة. الدورة تشمل أيضًا مفاهيم تعلم الآلة والإحصاء و التحسين المستمر للنماذج، بالإضافة إلى كيفية استغلال خدمات Google Cloud لتحسين الأداء وتحليل البيانات بفعالية. تتضمن الدورة دراسات حالة عملية تعزز الفهم التطبيقي وتجعل المشاركين قادرين على التعامل مع البيانات الضخمة وتطبيق التعلم الآلي باستخدام منصة Google Cloud. تستهدف الدورة المطورين، محللي البيانات، ومهندسي التعلم الآلي الذين يرغبون في تعلم كيفية استخدام Google Cloud في معالجة البيانات الضخمة وتطوير حلول تعلم آلي متقدمة.
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