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ETL مع Python : استخراج وتحويل وتحميل البيانات
Coursera Project Network

ETL مع Python : استخراج وتحويل وتحميل البيانات

Taught in Arabic

Mohamed Alansary

Instructor: Mohamed Alansary

Included with Coursera Plus

Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Intermediate level

Recommended experience

1hr 30 min
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning

What you'll learn

  • تعلم أساسيات استخراج البيانات وتحويلها وتحميلها في الوجهه الاخيره وكيفية جعل هذه العمليه تحدث بشكل تلقائي عن طريق انشاء مشروع ETL باستخدام لغه بايثون

  • استخراج البيانات من ملف CSV باستخدام مكتبة Pandas وتحويلها لتكون جاهزه لاستخدامها في تحليل البيانات او اصدار التقارير او تدريب نماذج الذكاء الاصطناعي

  • تحميل البيانات المحولة إلى قاعدة بيانات MySQL

Details to know

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Guided Project

Learn, practice, and apply job-ready skills with expert guidance

Intermediate level

Recommended experience

1hr 30 min
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning

See how employees at top companies are mastering in-demand skills

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Learn, practice, and apply job-ready skills in less than 2 hours

  • Receive training from industry experts
  • Gain hands-on experience solving real-world job tasks
  • Build confidence using the latest tools and technologies
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About this Guided Project

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. تعريف ETL و أهميته

  2. إعداد هيكل المشروع والإعدادات

  3. استخراج اعلانات الوظائف من ملف CSV إلى إطار بيانات Pandas

  4. تحميل أعمدة محددة من ملف CSV ، وأعاده تسمية الأعمدة أثناء تحميل البيانات ثم أعاده ترتيب الأعمدة

  5. تحويل البيانات المحملة باستخدام دفاتر Python و Jupyter

  6. تحميل إطار البيانات المحول إلى قاعدة بيانات MySQL

  7. تحويل ميزة في إطار البيانات بعد إجراء استكشاف البيانات لمعرفة التحويلات المطلوبة لهذه الميزة

  8. استخراج وتحويل وتحميل البيانات باستخدام لغه البرمجه بايثون

Recommended experience

- الفهم الأساسي لبناء جملة Python وهياكل البيانات وقواعد البيانات و MySQL

- يُفضل أن يكون لديك معرفة بدوال Pandas ومعرفه ب Jupyter Notebook

8 project images

Instructor

Mohamed Alansary
Coursera Project Network
4 Courses122 learners

Offered by

How you'll learn

  • Skill-based, hands-on learning

    Practice new skills by completing job-related tasks.

  • Expert guidance

    Follow along with pre-recorded videos from experts using a unique side-by-side interface.

  • No downloads or installation required

    Access the tools and resources you need in a pre-configured cloud workspace.

  • Available only on desktop

    This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.

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