Course
Business Intelligence
The Business Intelligence course is an integrated training program that aims to develop participants' skills in analyzing data and transforming it into strategic insights to support decision-making. The course covers business intelligence concepts, data collection techniques, and methods for processing and analyzing it. Emphasis will be placed on building interactive reports, creating dynamic dashboards, and discovering patterns and market trends to enhance organizational performance. The course also covers strategies for improving data quality, integrating various data sources, and applying advanced analytics. Participants will be able to analyze performance, provide data-driven recommendations, and develop solutions that support sustainable growth. The course includes applied projects and case studies from various industries to enhance practical understanding. It also aims to develop data communication skills and present results effectively through interactive reports and graphical visualizations. The course targets analysts, managers, and decision makers seeking to enhance their ability to use data to enhance efficiency and achieve a competitive advantage.
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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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Participants will learn how to select international suppliers and manage international purchasing contracts in compliance with international legal standards and customs regulations. Advanced negotiation techniques will also be highlighted to help achieve the best offers in international purchasing deals.
The course also covers dealing with challenges associated with international sourcing, such as exchange rate fluctuations, taxes and customs, and local regulations in different countries. Participants will learn best practices for managing risks associated with international purchasing, such as shipment insurance and procedures for dealing with delays.
The course aims to enable participants to improve international purchasing strategies to achieve integration and efficiency in purchasing and supply operations. The course is aimed at purchasing managers, supply chain managers, and supply chain managers in companies operating in global markets.
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Participants will learn how to prepare financial reports that reflect the costs of government operations and evaluate the performance of programs and projects through cost analysis to ensure the optimal use of public resources. They will also learn tools and methods for identifying gaps between actual and planned costs and how to analyze variances to identify opportunities for improvement.
The course covers strategies for reducing government costs without compromising the quality of public services, as well as improving government accounting systems to ensure compliance and transparency in the management of public funds. It will focus on challenges specific to the government sector in cost accounting, such as budget constraints and government controls.
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Participants will learn how to design and select accounting information systems to suit their organization's needs, as well as how to apply these systems to record financial transactions, prepare financial reports, and analyze accounting data. Different types of accounting information systems, such as ERP systems and cloud accounting systems, will be reviewed, as will best practices for managing accounting databases.
The course will also address the importance of accounting information security and how to protect financial data from tampering or loss using modern technologies such as encryption and two-factor authentication. It will also highlight how accounting information systems integrate with other systems within an organization, such as human resource management systems and purchasing systems, to provide a comprehensive view of management.
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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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