This course teaches the fundamentals of scientific research. We approach the research process as a means of systematically reducing uncertainty and demonstrate how conducting a scientific investigation can be posed as an exercise in Bayesian uncertainty quantification. We begin by exploring the scientific landscape to understand the different types of research, where they are conducted, how they are supported, and why each of these types of research is important. We then formalize scientific inquiry and the scientific method and elaborate the research process and its scientific merits. Basic concepts in probability theory are introduced leading to a conceptually simple presentation of Bayes’ Rule. We then illustrate how Bayes’ Rule provides a mathematical framework for the research process. We place an emphasis on the role that research plays in our daily and professional lives and how research skills can help us think critically, whether you’re in a technical field or not. Exercises are designed to help you improve your research skills and think more scientifically.

Fundamentals of Scientific Research Under Uncertainty
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Fundamentals of Scientific Research Under Uncertainty

Instructor: Michael Shields
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There are 5 modules in this course
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Johns Hopkins University

Johns Hopkins University

University of California, Santa Cruz

University of Colorado Boulder
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Reviewed on Dec 26, 2024
I recommend this course to build foundation of Scientific Research Under Uncertainity. It takes care of necessary learning dimensions of these topic and keeps motivated

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