Coursera Project Network
تحليل المجموعات الهرمية باستخدام المسافات الإقليدية
Coursera Project Network

تحليل المجموعات الهرمية باستخدام المسافات الإقليدية

Taught in Arabic

Usama A. F. Khalil

Instructor: Usama A. F. Khalil

Included with Coursera Plus

Guided Project

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

Intermediate level

Recommended experience

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

What you'll learn

  • فهم أهمية واستخدام المجموعات الهرمية باستخدام ملفات تخصيص الانحراف.

  • تحدد موقع ملفات الجينوم الفيروسي (cDNA) ومعالجتها لحساب ملفات تعريف الانحراف.

  • فهم نظرية استخدام معادلة فيثاغورس لحساب المسافة الإقليدية. وتطبيق ذلك باستخدام بايثون لبناء مصفوفة ربط.

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

ساعاتين
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. الخطوة الأولى: مقدمة (توسيع تحليل الانحراف)

  2. الخطوة الثانية: تحديد موقع ملفات البيانات ومعالجتها

  3. الخطوة الثالثة: استيعاب البيانات. فهم مجموعة البيانات الناتجة والتعامل معها

  4. الخطوة الرابعة: التجميع الهرمي - (المقياس - Metric)

  5. الخطوة الخامسة: التجميع الهرمي - (الترتيب والطرق Ordering & Methods)

  6. الخطوة الساسدسة: رسم المخطط الشجري (dendrogram)

  7. الخطوة السابعة: تحليل المخطط الشجري (dendrogram)

  8. الخطوة الثامنة: أخطاء يجب تجنبها

Recommended experience

يجب أن يكون لديك فهم لأساسيات البرمجة باستخدام Python ولديك فهم أساسي لملف تعريف انحراف النيوكليوتيدات (skew profiles) والأساليب الهندسية.

9 project images

Instructor

Usama A. F. Khalil
Coursera Project Network
8 Courses5,288 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 Data Analysis? 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