Every Educative lesson is designed by a team of ex-MAANG software engineers and PhD computer science educators, and developed in consultation with developers and data scientists working at Meta, Google, and more. Our mission is to get you hands-on with the necessary skills to stay ahead in a constantly changing industry. No video, no fluff. Just interactive, project-based learning with personalized feedback that adapts to your goals and experience.

ABOUT THIS COURSE

ETL تعني الاستخراج والتحويل والتحميل. إنها مجموعة من العمليات التي تجمع البيانات من مصادر مختلفة وتحملها إلى مستودعات البيانات أو مستودعات البيانات الأخرى. ETL أمر بالغ الأهمية لتوفير البيانات المستخدمة في استخبارات الأعمال والتحليلات. في هذه الدورة، ستجرب استخراج البيانات من حلول قواعد البيانات المختلفة مثل MySQL و PostgreSQL و MongoDB. ستستخدم لغات الاستعلام والبرمجة النصية مثل SQL و Python وApache Spark لمعالجة البيانات وتحميلها إلى مستودعات البيانات أو حلول السحابة مثل Google GCP. وأخيرًا، ستتعلم كيفية جدولة أنابيب ETL الخاصة بك باستخدام cronjobs أو أتمتتها ومراقبتها باستخدام أدوات مفتوحة المصدر مثل Apache Airflow ومكتبة pandas من Python. بعد إكمال هذه الدورة، سيكون لديك فهم قوي لمختلف الطرق والأدوات والتقنيات لنقل البيانات من المصدر إلى وجهتها باستخدام أنابيب ETL.

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