Statistics Foundations 2: Probability

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Eddie Davila

1:10:06

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01 Introduction

001 The importance of probabilities.mp4

01:55

02 Introduction to Probability

001 Probability basics.mp4

03:25

002 Examples of probability.mp4

02:20

003 Permutations.mp4

03:50

004 Combinations.mp4

03:36

005 Percentiles.mp4

03:42

03 Multiple Event Probabilities

001 Introduction to multiple events.mp4

02:16

002 Probabilities of two events.mp4

03:57

003 Conditional probabilities.mp4

02:12

004 Probability trees.mp4

04:05

005 Multiplication rule.mp4

03:04

006 Using probability trees.mp4

05:03

007 Bayes theorem.mp4

04:01

04 Discrete and Continuous Probabilities

001 Discrete vs. continuous.mp4

03:13

002 Discrete mean.mp4

05:55

003 Binomials.mp4

05:07

004 Normal curve.mp4

03:31

005 Bell-shaped curve.mp4

03:19

006 Z transformation.mp4

04:40

05 Conclusion

001 Next steps.mp4

00:55

Description

Not sure if you need statistics? Think again! Statistics help with making decisions, new discoveries, investments, and predictions. For subjects ranging from political races to healthcare advancements, statistics can improve your understanding of your favorite topic. In this course, Professor Eddie Davila teaches common terms, formulas, and techniques related to probability, the area of statistics where this course focuses.

Eddie explains that probability is used to make decisions about future outcomes and to understand past outcomes. He covers permutations, combinations, and percentiles, and goes into how to describe and calculate them. Eddie introduces multiple event probabilities and discusses when to add and subtract probabilities. He describes probability trees, Bayes’ Theorem, binomials, and so much more. You can learn to understand your data, prove theories, and save valuable resources—all by understanding the numbers.

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Probability

Eddie Davila

Instructor's Courses

Theater, business, and materials science engineering. What could I possibly do with that mix of training/education? Little did I know that everything I had done would create the perfect mix for the life I would have today. Supply chain is sort of a perfect mix of business and engineering concepts. Teaching in lecture halls is theater. Online videos are my opportunity to write and be on-screen. Students and co-workers create the perfect atmosphere to drive me creatively. I've taught over 30,000 students in-person, thousands more in online classes, and millions have seen my online videos. I’ve been blessed with an incredibly rewarding life and career. I'm constantly looking for opportunities to be the dumbest person in the room. On a never-ending search for new ways to inspire, educate, and innovate. I hate best practices. Always looking to do things the wrong way.

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