Introduction to Probability and Statistics

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Oliver Porter
Last Update November 25, 2020
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About This Course

This course will begin with an overview of data types and descriptive Statistics. There will be extensive coverage of probability topics along with an introduction to discrete and continuous probability distributions. The course ends with a discussion of the central limit theorem and coverage of estimation using confidence intervals and hypothesis testing. This course is equivalent to most college level Statistics I courses.

Learning Objectives

Learn the probability and basic techniques of data analysis and inference.
Gain a deeper understanding of the underlying concepts.

Requirements

  • Basic Arithmetic and Algebra Skills

Target Audience

  • Students that are taking or would like to take an introductory course in Statistics in college
  • AP courses in high school will find this course useful.

Curriculum

4 Lessons8h 29m

Descriptive Statistics

Relative Frequency
Histograms

Probability

Your Instructors

Oliver Porter

Ph.D.

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10 Courses
2 Reviews
4 Students
Over the course of his career, he has developed a skill set in analyzing data and he hopes to use his experience in teaching and data science to help other people learn the power of programming the ability to analyze data, as well as present the data in clear and beautiful visualizations.
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$45.00

Level
Beginner
Duration 8.5 hours
Lectures
4 lectures
Subject
Language
Spanish

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