Introduction
  • 2- Course Outline
  • Udemy Player Overview
Data Science Basics
  • Lesson 1: What is Data Science?
  • Lesson 2: AI vs ML vs DL vs DS
  • Lesson 3: Traditional Programming vs Machine Learning
  • Lesson 4: Supervised Learning vs Unsupervised Learning
  • Lesson 5: Supervised Learning in Details
  • Lesson 6: Examples of Supervised Learning
  • Lesson 7: Unsupervised Learning
  • Lesson 8: Examples of Unsupervised Learning
  • Lesson 9: Data Science Applications
  • Lesson 10: Machine Learning Terminologies
  • Lesson 11: Machine Learning Terminologies in Details Part 1
  • Lesson 12: Machine Learning Terminologies Part 2
  • Lesson 13: Data Science Workflow Part 1
  • Lesson 14: Data Science Workflow Part 2
  • Lesson 15: Data Types
  • Lesson 16: DS vs DA vs MLE vs DE
  • Lesson 17: Skills Needed to become a Data Scientist
  • Lesson 18: How to study Data Science
  • Quiz
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  • Quiz
BONUS SECTION
  • BONUS LECTURE