الذكاء الاصطناعي للجميع

Brought by: Coursera

Overview

إن الذكاء الاصطناعي لا يقتصر على المهندسين فقط. إذا أردت أن تصبح مؤسستك أفضل في مجال استخدام الذكاء الاصطناعي، فإن هذه هي الدورة التدريبية المناسبة التي يمكنك دعوة الجميع، وبخاصة زملاؤك غير العاملين بالتكنولوجيا، للانضمام إليها. \n\nستتعلم في هذه الدورة:\n\n- المعنى الكامن وراء مصطلح الذكاء الاصطناعي، بما في ذلك الشبكات العصبية والتعلُّم الآلي والتعلُّم العميق وعلم البيانات\n- ما يمكن أن يفعله الذكاء الاصطناعي من الناحية الواقعية وما لا يمكنه فعله\n- كيفية اكتشاف فرص تطبيق الذكاء الاصطناعي على المشكلات داخل مؤسستك\n- شعور إنشاء مشاريع التعلُّم الآلي وعلم البيانات\n- كيفية العمل مع فريق الذكاء الاصطناعي وبناء إستراتيجية الذكاء الاصطناعي داخل شركتك\n- كيفية التعامل مع المناقشات الأخلاقية والمجتمعية المتعلقة بمجال الذكاء الاصطناعي\n\nعلى الرغم من كون هذه الدورة التدريبية غير تقنية إلى حدٍّ كبير، فإنه يمكن للمهندسين الانضمام إليها لتعلُّم جوانب العمل المتعلقة بالذكاء الاصطناعي.

Syllabus

  • ما الذكاء الاصطناعي؟
  • إنشاء مشاريع الذكاء الاصطناعي
  • بناء منظومة الذكاء الاصطناعي في شركتك
  • الذكاء الاصطناعي والمجتمع

Taught by

Andrew Ng

الذكاء الاصطناعي للجميع
Go to course

الذكاء الاصطناعي للجميع

Brought by: Coursera

  • Coursera
  • Free
  • Arabic
  • Certificate Available
  • Available at any time
  • beginner
  • Chinese, Arabic, French, Portuguese, Italian, Dutch, German, Russian, Thai, English, Spanish, Japanese, Korean, Indonesian, Kazakh, Hindi, Swedish, Greek, Ukrainian, Polish, Turkish
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