تخصص تحليل البيانات

محتويات الدورة

• Welcome to Data Analytics Specialization!
  • Program Overview
  • About ZAKA
  • Program syllabus
  • Download the AI Certification Boarding Kit
  • Download Program Graduation Criteria
  • Best practices & tips for success
  • lecture 1
• Module 0 - Orientation
  • Kick-off
• Module 1 - Data Analytics Foundations
  • Outline | Module 1
  • Important Notes | Module 1
  • Study Schedule | Module 1
  • Intro to Data Analytics
  • Types of Data Analytics
  • The Data Analytics Process
  • Data Analytics Tools
• Module 2: Data Wrangling with R
  • Outline | Module 2
  • Important Notes | Module 2
  • Study Schedule | Module 2
  • Intro to Data Wrangling
• Module 3: Statistical Based Analysis
  • Outline | Module 3
  • Important Notes | Module 3
  • Study Schedule | Module 3
  • Probability Basic concepts
  • Introduction to Probability
  • Probability Basics
  • Probability Rules
• Career Development Module
  • Welcome to the Career Development Module!
  • Module Schedule
  • 1.1 | Career Development - Resume
  • 1.2 | ZAKA's CV Wizard
  • 2 | Professional Email Writing
  • 3.1 | Optimize Your LinkedIn Profile
  • 3.2 | ZAKA's LinkedIn Wizard
  • 4.1 | Technical Interview Questions
  • 4.2 | Technical Use Case
• Module 4 - Data Analytics with Excel
  • Outline | Module 4
  • Important Notes | Module 4
  • Study Schedule | Module 4
  • Intro to Excel for Data Analytics
  • Hands-on: Tour of Excel
• Module 5 | Machine Learning Basics
  • Outline | Module 5
  • Important Notes | Module 5
  • Study Schedule | Module 5
  • What is Artificial Intelligence?
  • AI Applications
  • Data Science Lifecycle
  • Intro to Machine Learning
  • Classes of Machine Learning
• Module 6: Exploring Databases
  • Outline | Module 6
  • Important Notes | Module 6
  • Study Schedule | Module 6
  • Types of Data & Databases
  • Data Models
  • Entity Relationship (ER) Model
  • Relational Model
• Module 7: Storytelling with Data
  • Outline | Module 7
  • Important Notes | Module 7
  • Study Schedule | Module 7
  • Intro to Storytelling
  • Communicating as a Data Analyst
  • Data Visualization
  • Clutter is your enemy!