Videos of Probability and Statistics Courses



-compiled by Dr. M. Hlynka, University of Windsor
Last update: August 20, 2017.

SECTIONS



INTRODUCTORY STATISTICS



INTRO MATHEMATICAL STATISTICS



MATHEMATICAL STATISTICS



QUEUEING



STOCHASTIC MODELS



DATA MINING AND MACHINE LEARNING



REGRESSION and ECONOMETRICS



MULTIVARIATE METHODS



TIME SERIES



BROWNIAN MOTION



BAYESIAN METHODS



BIOSTATISTICS



FINANCIAL MATH



LEARNING R

  • Texas A&M R video Tutorial. Short simple and good.
    Level: Undergrad


  • OTHER TOPICS

    "Coursera is a for-profit educational technology company offering massive open online courses (MOOCs) founded by computer science professors Andrew Ng and Daphne Koller from Stanford University. Coursera works with universities to make some of their courses available online. Courses are generally free, but there are ways to generate revenue, including certification fees, introducing students to potential employers and recruiters (with student consent), tutoring, sponsorships and tuition fees." (wikipedia) In statistics there is a large list of courses.
    https://www.coursera.org/courses?orderby=upcoming&cats=stats

    EdX is similar to Coursera but with a smaller selection of courses.
    https://www.edx.org/course-list/allschools/statistics-data-analysis/allcourses