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Statistics Foundations: Probability

Description

Learn to understand your data in beginner-friendly lessons, using probability. Topics include permutations, percentiles, how to use probability trees, and much more.

Tags

Syllabus

Introduction
  • The importance of probabilities
1. Introduction to Probability
  • Probability basics
  • Examples of probability
  • Permutations
  • Combinations
  • Percentiles
2. Multiple Event Probabilities
  • Introduction to multiple events
  • Probabilities of two events
  • Conditional probabilities
  • Probability trees
  • Multiplication rule
  • Using probability trees
  • Bayes theorem
3. Discrete and Continuous Probabilities
  • Discrete vs. continuous
  • Discrete mean
  • Binomials
  • Normal curve
  • Bell-shaped curve
  • Z transformation
Conclusion
  • Next steps

Online Courses

LinkedIn Learning

Statistics Foundations: Probability

Affiliate notice

  • Type
    Online Courses
  • Provider
    LinkedIn Learning

Learn to understand your data in beginner-friendly lessons, using probability. Topics include permutations, percentiles, how to use probability trees, and much more.

Introduction
  • The importance of probabilities
1. Introduction to Probability
  • Probability basics
  • Examples of probability
  • Permutations
  • Combinations
  • Percentiles
2. Multiple Event Probabilities
  • Introduction to multiple events
  • Probabilities of two events
  • Conditional probabilities
  • Probability trees
  • Multiplication rule
  • Using probability trees
  • Bayes theorem
3. Discrete and Continuous Probabilities
  • Discrete vs. continuous
  • Discrete mean
  • Binomials
  • Normal curve
  • Bell-shaped curve
  • Z transformation
Conclusion
  • Next steps

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