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Artificial Intelligence Basics
The Artificial Intelligence Fundamentals course is a training program that aims to introduce participants to the basic concepts of artificial intelligence and how these techniques are applied in various fields. The course covers fundamental AI concepts such as machine learning, data processing, computer vision, and deep learning. Emphasis will be placed on the fundamental algorithms that form the foundation of intelligent systems, such as classification, clustering, and prediction algorithms. The course also covers the fundamentals of natural language processing and its use in building intelligent systems capable of understanding and interpreting textual data. Participants will learn how to train models on simple datasets, analyze patterns, and extract expected results using programming tools such as Python. The course includes applied projects and case studies to enhance practical understanding and apply acquired skills in real-world work settings. The course aims to develop skills in building simple AI applications that can be used to improve operations and provide intelligent solutions. The course is aimed at beginners, developers, and technology enthusiasts who want to understand the basics of artificial intelligence and its application to solve practical problems.
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دورة نماذج اللغة الكبيرة هي برنامج تدريبي يهدف إلى تمكين المشاركين من فهم وتطبيق نماذج اللغة الكبيرة (Large Language Models – LLMs) مثل GPT، BERT وغيرها من النماذج المتقدمة في معالجة اللغة الطبيعية. تتناول الدورة المفاهيم الأساسية لنماذج اللغة الكبيرة وكيفية تدريبها وتطبيقها في مجموعة متنوعة من المهام مثل الترجمة، التلخيص، الإجابة على الأسئلة، وتحليل المشاعر. سيتم التركيز على مفهوم التعلم العميق وتقنيات مثل الشبكات العصبية التوليدية و التحويلات (Transformers) المستخدمة في تدريب نماذج اللغة الكبيرة. كما تشمل الدورة كيفية تحسين أداء النماذج من خلال التعلم الموجه وغير الموجه، واستخدام تقنيات مثل Fine-tuning لتخصيص النماذج لاحتياجات معينة. سيتعلم المشاركون كيفية استخدام أدوات مثل Hugging Face وTensorFlow لتطوير نماذج لغة كبيرة وتحسين أدائها. تتضمن الدورة مشاريع تطبيقية ودراسات حالة عملية تهدف إلى تطوير مهارات استخدام نماذج اللغة الكبيرة في مختلف الصناعات مثل الرعاية الصحية، التعليم، المالية، وقطاع الأعمال. تهدف الدورة إلى توفير فهم عميق لآلية عمل نماذج اللغة الكبيرة وتطبيقاتها العملية في تحسين الأتمتة، تقديم الرؤى الذكية، وتحسين التفاعل مع العملاء. تستهدف الدورة المطورين، الباحثين في الذكاء الاصطناعي، ومحترفي معالجة اللغة الطبيعية الذين يسعون إلى اكتساب مهارات متقدمة في العمل مع نماذج اللغة الكبيرة.
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The ISO 20000 Technical Support Management Systems course is a training program that aims to develop participants' skills in managing IT services according to the international standard ISO 20000. The course covers the basic concepts of IT service management, the technical support delivery process, and best practices for quality assurance. Emphasis will be placed on applying the ISO 20000 framework to the design and implementation of technical support services, with an emphasis on achieving efficiency and effectiveness in the provision of support and maintenance of IT systems. The course also covers request management, incident response, process improvement, and performance measurement to ensure high-quality and effective service delivery. Participants will learn how to develop technical support policies and procedures, implement continuous improvement strategies, and ensure compliance with ISO 20000 standards. The course includes practical case studies, applied exercises, and performance evaluation tools to enhance practical understanding. It also aims to develop skills in quality measurement and performance analysis to ensure efficient technical support delivery. The course is aimed at IT managers, technical support teams, and IT consultants seeking to achieve sustainable improvement in technical support services using ISO 20000 standards.
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