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LinkedIn Learning

Statistics Foundations: Probability

via LinkedIn Learning

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Overview

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

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

Taught by

Eddie Davila

Reviews

4.8 rating at LinkedIn Learning based on 2637 ratings

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