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Mathematical Biostatistics Boot Camp 1

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Free Online Course: Mathematical Biostatistics Boot Camp 1 provided by Coursera is a comprehensive online course, which lasts for 4 weeks long, 13 hours worth of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from Coursera. Mathematical Biostatistics Boot Camp 1 is taught by Brian Caffo.

Johns Hopkins University via Coursera
4 weeks long, 13 hours worth of material
Upcoming
Overview

  • This class presents the fundamental probability and statistical concepts used in elementary data analysis. It will be taught at an introductory level for students with junior or senior college-level mathematical training including a working knowledge of calculus. A small amount of linear algebra and programming are useful for the class, but not required.

Syllabus

    • Introduction, Probability, Expectations, and Random Vectors
      • You are about to undergo an intense and demanding immersion into the world of mathematical biostatistics. Over the next few weeks, you will learn about probability, expectations, conditional probabilities, distributions, confidence intervals, bootstrapping, binomial proportions, and much more. Module 1 covers experiments, probability, variables, mass functions, density functions, cumulative distribution functions, expectations, variations, and vectors.
    • Conditional Probability, Bayes' Rule, Likelihood, Distributions, and Asymptotics
      • This module covers Conditional Probability, Bayes' Rule, Likelihood, Distributions, and Asymptotics. These are the most fundamental core concepts in mathematical biostatistics and statistics. After this module you should be able to recognize and be functional in these key concepts.
    • Confidence Intervals, Bootstrapping, and Plotting
      • This module covers Confidence Intervals, Bootstrapping, and Plotting. These are core concepts in mathematical biostatistics and statistics. After this module you should be able to recognize and be functional in these key concepts.
    • Binomial Proportions and Logs
      • This module covers Binomial Proportions and Logs. These are core concepts in mathematical biostatistics and statistics. After this module you should be able to recognize and be functional in these key concepts.

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3.5, based on 17 Course votes at GetYourEducation
4.4, based on 450 Course reviews at Coursera

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