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Visual explanations of mathematical ideas, scientific mechanisms, and the limits of prediction.
Browse complete scientific stories or learn one concept through one carefully chosen example.
Presented by Charlotte Moser, whose videos make mathematical ideas and modern geoscience accessible through concise, visually guided explanations.
Applied Mathematics in Geosciences
About this series
Visual explorations of modeling, prediction, uncertainty, data, and mathematical reasoning across atmosphere, ocean, climate, and geoscience.
18: What Can We Really Know About The Future of The Earth?
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16: Extreme Events Aren’t Just Bad Luck: Here’s Why
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Machine Learning Toolkit
About this series
Focused introductions to machine-learning ideas through one clear scientific or mathematical example.
18: Machine Learning With Limited Data: Entropy-Constrained Learning
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16: Neural Networks: The Role of Nonlinear Activation Functions
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One Concept, One Example
Statistical Toolkit
About this series
Focused introductions to probability, inference, uncertainty, and statistical reasoning through one clear example.
Coming Next
Coming Next
New One Concept, One Example series are currently in development. Each will open one mathematical tool through a focused scientific example.
Dynamical Toolkit
Explore stability, oscillations, feedbacks, bifurcations, chaos, and reduced dynamical models through focused examples.
Applied Analysis Toolkit
See how approximation, scale, asymptotics, operators, and analytical reasoning help explain complex systems.
Stochastic Toolkit
Explore random processes, stochastic differential equations, noise, memory, and uncertainty through focused examples.