Coursera Project Network
تحليل البيانات باستخدام بايثون: تحليل حملات التسويق
Coursera Project Network

تحليل البيانات باستخدام بايثون: تحليل حملات التسويق

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

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

What you'll learn

  • فهم كيفية قراءة واكتشاف البيانات

  • فهم كيفية تنقية وتجهيز البيانات

  • فهم كيفية استنتاج الارتباط بين عواميد البيانات المختلفة

Details to know

Shareable certificate

Add to your LinkedIn profile

Guided Project

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

Intermediate level

Recommended experience

1 hour 30 minutes
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

Placeholder

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
Placeholder

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. تحميل البيانات وفهمها

  2. إكتشاف أولي للبيانات

  3. تنقية البيانات

  4. التدرب على تحميل البيانات، اكتشافها وتنقيتها

  5. معالجة القيم المتطرفة

  6. رسم البيانات وتحليلها

  7. التدرب على تحميل البيانات وتهيئتها وتحليلها

Recommended experience

هل مشروع مخصص للأشخاص اللي عندهم خبرة من المستوى المتوسط  باستخدام بايثون وتحليل البيانات وعندهم خبرة مبدئية بمكتبة بانداس.

7 project images

Instructor

Hussein ElGhoul
Coursera Project Network
4 Courses126 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.

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Design and Product? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions