Coursera Project Network
تحليل البيانات ب R: التنبؤ بتحليل الانحدار
Coursera Project Network

تحليل البيانات ب R: التنبؤ بتحليل الانحدار

Taught in Arabic

Hussein ElGhoul

Instructor: Hussein ElGhoul

Included with Coursera Plus

Guided Project

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

Intermediate level

Recommended experience

75 دقيقة
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning

What you'll learn

  • هتقدر تعمل اكتشاف و تحليل data أو ما يعرف بEDA ألا و هو Exploratory Data Analysis.

  • هتقدر تعمل تمرين الـ regression model أو ما يعرف ب الmodel fitting.

  • هتقدر تستعمل ال model لتتوقّع بيانات و رح تقيّم الmodel من خلال احتساب معدّل معدل الخطأ باستعمال RMSE

Details to know

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Guided Project

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

Intermediate level

Recommended experience

75 دقيقة
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. قراءة البيانات و تحديد تفاصيلها

  2. اكتشاف وتحليل البيانات EDA،من خلال رسم بيانات نقطية (point graphs)

  3. اكتشاف وتحليل البيانات EDA،من خلال رسم بيانات خريطة حرارية(heatmap)

  4. المهمة التدريبية

  5. التعلم كيفية تقسيم البيانات إلى قسمين لتمرين الـ-model والإختبار

  6. تمرين linear regression model واكتشاف خصائصها

  7. تقييم ال-model و احتساب ال-RMSE وال-RMSE Percentage.

  8. التحدي الأخير

Recommended experience

معرفة ب(R(functions, variables, data types, libraries و ب مبادئ ال Machine Learning مثل ال data splitting و ,model fitting و model validation.

8 project images

Instructor

Hussein ElGhoul
Coursera Project Network
4 Courses128 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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