نمذجة البيانات المتقدمة from Coursera

يمكنك تطوير المعرفة العملية والإلمام بمفاهيم قواعد البيانات المتقدمة مثل الاستخدام والنمذجة والأتمتة والتخزين والتحسين والإدارة.

للمشاركة في هذه الدورة التدريبية، يجب أن تكون قد أكملت الدورات التدريبية السابقة في قواعد البيانات. يجب أيضًا أن تكون حريصًا على مواصلة رحلتك مع الترميز.

تخلق الشهادات المهنية فرصًا تتيح لأي شخص، بغض النظر عن تعليمه أو خلفيته أو خبرته، إمكانية تعلم مهارات عالية الجودة لتحقيق مسيرة مهنية عالية النمو - دون حاجة إلى الحصول على درجة علمية أو التمتع بخبرة للبدء.

بنهاية هذه الدورة التدريبية، ستكون قادرًا على:

- نشر مهارات نمذجة البيانات الأساسية والتنقل بين خيارات التخزين الحديثة لمستودع البيانات

- تطبيق تخطيط وتنفيذ هندسة قاعدة البيانات المستندة إلى نمط الاستخراج والتحويل والتحميل (ETL) عن طريق التصميم المبني على مهارات MySQL الموجودة

- يمكنك إرساء معرفة عملية بالجوانب المختلفة لإدارة قاعدة البيانات بما في ذلك إدارة عمليات قاعدة البيانات وشؤونها، جنبًا إلى جنب مع عمليات وحلول المراقبة وإعداد التقارير وتصحيح الأخطاء

- يمكنك إبراز مهارات نمذجة البيانات داخل بيئة مشروع واقعية

سوف تكتسب خبرة في استخدام الأدوات والبرامج التالية:

- برنامج Workbench لنمذجة البيانات

- تركيبات الجمل المستخدمة للتفاعل مع مستودع البيانات

- تقنيات وأساليب الاستخراج والتحويل والتحميل (ETL)

- إدارة مستودع البيانات بنظام MySQL

- أدوات مراقبة مستودع البيانات وإعداد تقاريره

- أدوات تصحيح أخطاء قواعد البيانات واختبارها

- أدوات نمذجة البيانات

What's inside

Syllabus

نمذجة البيانات وإدارتها

تعرَّف على مفاهيم نمذجة البيانات الأساسية، مع إيلاء التركيز على آلية منظمة لنمذجة قاعدة البيانات. ثم تعلم كيفية استخدام أداة MySQL Workbench لتصميم قواعد البيانات ونمذجتها وإنشائها وإدارتها بشكل مرئي.

تخزين البيانات

تعرَّف على دور مستودعات البيانات في تحليلات قواعد البيانات وخصائص مستودع البيانات وبنيته. يمكنك تطوير المعرفة بنهج نمذجة البيانات ذات الأبعاد لتخزين البيانات.

تحليلات البيانات المتقدمة

اكتشف دور أدوات تحليلات البيانات المتقدمة وقيِّم كيفية استخدامها لتقدير طبيعة تأدية العمل.

نمذجة البيانات وتحليلها

طبِّق نمذجة البيانات على مشروع واقعي.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

يعلم مهارات النمذجة المتقدمة وتخزين البيانات وتحليلها وإدارتها لمستودع البيانات

تعزيز المهارات التقنية لمتخصصي البيانات من خلال التدريب على أدوات برمجية حديثة مثل Workbench

يوفر التدريب من قبل موظفي Meta، ويمنح المتعلمين الوصول إلى الخبراء في هذا المجال

يتطلب إكمال دورات تدريبية سابقة في قواعد البيانات، مما يشير إلى أنه مناسب للمتخصصين الذين لديهم خلفية في هذا المجال

لا يغطي مفاهيم تعلم الآلة أو الذكاء الاصطناعي ذات الصلة بمجال تحليل البيانات المتقدمة

Career center

Learners who complete نمذجة البيانات المتقدمة will develop knowledge and skills that may be useful to these careers:

Data Analyst

Identify and solve business problems through the analysis of data. This course teaches the fundamental concepts of data modeling, data storage, and data analytics. The knowledge and skills acquired here will build a strong foundation for a career as a Data Analyst by teaching you how to design, implement, and manage data-driven solutions.

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Database Administrator

Design, implement, and manage databases. This course provides a comprehensive overview of data modeling and management, including the use of MySQL Workbench for database design and administration. With this training, you will have a strong base to start or advance a career as a Database Administrator.

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Data Architect

Design and build enterprise-level data architectures. This course covers the principles of data modeling, data storage, and data analytics. The knowledge and skills gained in this course will provide a strong foundation for a career as a Data Architect by teaching you how to design, implement, and manage data architectures that meet the needs of an organization.

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Data Engineer

Develop and maintain data pipelines and infrastructure. This course provides a comprehensive overview of data modeling, data storage, and data analytics. The knowledge and skills gained in this course will provide a strong foundation for a career as a Data Engineer by teaching you how to design, implement, and manage data pipelines and infrastructure that meet the needs of an organization.

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Data Scientist

Use data to solve business problems and make predictions. This course provides a comprehensive overview of data modeling, data storage, and data analytics. The knowledge and skills gained in this course will provide a strong foundation for a career as a Data Scientist by teaching you how to use data to solve business problems and make predictions.

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Business Analyst

Analyze business needs and requirements. This course may be useful for those interested in a career as a Business Analyst. The course provides a comprehensive overview of data modeling and management, which can help Business Analysts better understand the data and information needs of an organization.

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IT Manager

Manage and oversee the IT function within an organization. This course may be useful for those interested in a career as an IT Manager. The course provides a comprehensive overview of data modeling and management, which can help IT Managers better understand the data and information needs of an organization.

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Software Engineer

Design, develop, and maintain software applications. This course may be useful for those interested in a career as a Software Engineer. The course provides a comprehensive overview of data modeling and management, which can help Software Engineers better understand the data and information needs of an organization.

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Product Manager

Develop and manage products. This course may be useful for those interested in a career as a Product Manager. The course provides a comprehensive overview of data modeling and management, which can help Product Managers better understand the data and information needs of a product.

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Project Manager

Plan, execute, and deliver projects. This course may be useful for those interested in a career as a Project Manager. The course provides a comprehensive overview of data modeling and management, which can help Project Managers better understand the data and information needs of a project.

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Sales Manager

Manage and oversee the sales function within an organization. This course may be useful for those interested in a career as a Sales Manager. The course provides a comprehensive overview of data modeling and management, which can help Sales Managers better understand the data and information needs of a sales team.

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Marketing Manager

Develop and execute marketing campaigns. This course may be useful for those interested in a career as a Marketing Manager. The course provides a comprehensive overview of data modeling and management, which can help Marketing Managers better understand the data and information needs of a marketing campaign.

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Financial Analyst

Analyze financial data and make investment recommendations. This course may be useful for those interested in a career as a Financial Analyst. The course provides a comprehensive overview of data modeling and management, which can help Financial Analysts better understand the data and information needs of an organization.

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Operations Manager

Manage and oversee the operations function within an organization. This course may be useful for those interested in a career as an Operations Manager. The course provides a comprehensive overview of data modeling and management, which can help Operations Managers better understand the data and information needs of an organization.

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Human Resources Manager

Manage and oversee the human resources function within an organization. This course may be useful for those interested in a career as a Human Resources Manager. The course provides a comprehensive overview of data modeling and management, which can help Human Resources Managers better understand the data and information needs of an organization.

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نمذجة البيانات المتقدمة

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