Introduction to Probability & Statistics

67 CQ
10 Lessons
Course Info
Previous...
  • Playing
    6 CQ
    6. Introduction to Statistics
    A lesson with Mark Huber
    View lesson

    Statistics is the science of analyzing data, and in this lesson, you'll learn the basics! Discuss statistical modeling and parameterizing models, too.

    Introduction to Statistics
    with Mark Huber

    Statistics is the science of analyzing data, and in this lesson, you'll learn the basics! Discuss statistical modeling and parameterizing models, too.

  • Playing
    7 CQ
    7. Point Estimators in Statistics
    A lesson with Mark Huber
    View lesson

    This statistics lesson covers the two most important point estimators: the sample average for the mean, and the population variance for the variance.

    Point Estimators in Statistics
    with Mark Huber

    This statistics lesson covers the two most important point estimators: the sample average for the mean, and the population variance for the variance.

  • Playing
    8 CQ
    8. P-Values & Hypothesis Testing
    A lesson with Mark Huber
    View lesson

    This lesson covers the idea of the p-value, which is a numerical way of characterizing the evidence against a particular hypothesis with a test statistic.

    P-Values & Hypothesis Testing
    with Mark Huber

    This lesson covers the idea of the p-value, which is a numerical way of characterizing the evidence against a particular hypothesis with a test statistic.

  • Playing
    5 CQ
    9. Confidence Interval Calculation
    A lesson with Mark Huber
    View lesson

    Confidence intervals contain all numbers between a and b, and can be calculated with the Central Limit Theorem, which is covered in this statistics lesson!

    Confidence Interval Calculation
    with Mark Huber

    Confidence intervals contain all numbers between a and b, and can be calculated with the Central Limit Theorem, which is covered in this statistics lesson!

  • Playing
    7 CQ
    10. Introduction to Bayesian Statistics
    A lesson with Mark Huber
    View lesson

    Bayesian statistics treats the parameters as if they are random variables. In this stats lesson, use Bayes' Rule to update the distribution of the parameters.

    Introduction to Bayesian Statistics
    with Mark Huber

    Bayesian statistics treats the parameters as if they are random variables. In this stats lesson, use Bayes' Rule to update the distribution of the parameters.

More...
  • Recommended Recommended
  • History & In Progress History
  • Browse Library
  • Most Popular Library

Get Personalized Recommendations

Let us help you figure out what to learn! By taking a short interview you’ll be able to specify your learning interests and goals, so we can recommend the perfect courses and lessons to try next.

Start Interview

    You don't have any lessons in your history.
    Just find something that looks interesting and start learning!

    2 Comments
    500 characters max

    Steven P
    I was all light bulbs until the introduction of the first new variable & greek symbol
    appreciate appreciated
     –  reply
     –  delete

    Mark Huber
    Yes, mathematicians do love their Greek! Twenty-six letters just isn't enough variable names. Here's a link to the Greek alphabet http://www.omniglot.com/writing/greek.htm that has a picture of all the symbols as a guide.
    appreciate appreciated
     –  reply
     –  delete
    500 characters max