Formal & Physical Sciences MathematicsENBut what is a partial differential equation? | DE23Blue1BrownApril 21, 2019 17 min★ ★ ★ ★ ★ 5/5Partial Differential EquationsHeat EquationCalculus
Formal & Physical Sciences MathematicsENDifferential equations, a tourist's guide | DE13Blue1BrownMarch 31, 2019 27 min★ ★ ★ ★ ★ 5/5Differential EquationsPhase SpacePendulum
Formal & Physical Sciences MathematicsENCramer's rule, explained geometrically | Chapter 12, Essence of linear algebra3Blue1BrownMarch 17, 2019 12 min★ ★ ★ ★ ★ 5/5Cramer's RuleLinear AlgebraDeterminant
Formal & Physical Sciences MathematicsENBut why is a sphere's surface area four times its shadow?3Blue1BrownDecember 2, 2018 15 min★ ★ ★ ★ ★ 5/5GeometryCalculusSphere
Formal & Physical Sciences MathematicsENUsing topology for discrete problems | The Borsuk-Ulam theorem and stolen necklaces3Blue1BrownNovember 18, 2018 19 min★ ★ ★ ★ ★ 5/5TopologyBorsuk-Ulam TheoremNecklace Splitting
Formal & Physical Sciences MathematicsENWhat are divergent iterations and what to do about them?Ben LambertNovember 14, 2018 21 min★ ★ ★ ★ ☆ 4/5Hamiltonian Monte CarloDivergent IterationsBayesian Statistics
Formal & Physical Sciences MathematicsENHow to write your first Stan programBen LambertNovember 14, 2018 28 min★ ★ ★ ★ ☆ 4/5StanBayesian StatisticsR
Formal & Physical Sciences MathematicsENVisualizing the 4d numbers Quaternions3Blue1BrownSeptember 6, 2018 31 min★ ★ ★ ★ ★ 5/5QuaternionsVisualisationMathématiques
Formal & Physical Sciences MathematicsENQ&A with Grant Sanderson (3blue1brown)Grant SandersonAugust 24, 2018 10 min★ ★ ★ ★ ☆ 4/5Math Education3blue1brownQuaternions
Formal & Physical Sciences MathematicsENWhy slicing a cone gives an ellipse (beautiful proof)3Blue1BrownAugust 1, 2018 12 min★ ★ ★ ★ ★ 5/5Conic SectionsEllipseDandelin Spheres
Formal & Physical Sciences MathematicsENThe other way to visualize derivatives | Chapter 12, Essence of calculus3Blue1BrownMay 19, 2018 14 min★ ★ ★ ★ ★ 5/5DérivéeCalculVisualisation
Formal & Physical Sciences MathematicsENIntroducing Bayes factors and marginal likelihoodsBen LambertMay 17, 2018 13 min★ ★ ★ ★ ☆ 4/5Bayes FactorMarginal LikelihoodBayesian Statistics
Formal & Physical Sciences MathematicsENWhy we typically use dependent sampling to sample from the posteriorBen LambertMay 15, 2018 17 min★ ★ ★ ★ ☆ 4/5Bayesian InferenceMarkov Chain Monte CarloMetropolis Algorithm
Formal & Physical Sciences MathematicsENWhat is meant by entropy in statistics?Ben LambertMay 15, 2018 15 min★ ★ ★ ★ ☆ 4/5EntropyInformation TheoryStatistics
Formal & Physical Sciences MathematicsENWhat is a posterior predictive check and why is it useful?Ben LambertMay 15, 2018 11 min★ ★ ★ ★ ☆ 4/5Bayesian StatisticsPosterior Predictive CheckModel Checking
Formal & Physical Sciences MathematicsENThe problems with using simple Monte Carlo to determine the marginal likelihoodBen LambertMay 15, 2018 13 min★ ★ ★ ★ ☆ 4/5Bayesian StatisticsMonte CarloMarginal Likelihood
Formal & Physical Sciences MathematicsENThe problem with discrete approximation to integrals or probability densitiesBen LambertMay 15, 2018 10 min★ ★ ★ ★ ☆ 4/5Bayesian InferenceCurse of DimensionalityNumerical Integration
Formal & Physical Sciences MathematicsENThe intuition behind the Hamiltonian Monte Carlo algorithmBen LambertMay 15, 2018 32 min★ ★ ★ ★ ☆ 4/5Hamiltonian Monte CarloMCMCBayesian Statistics
Formal & Physical Sciences MathematicsENHow to do integration by samplingBen LambertMay 15, 2018 10 min★ ★ ★ ★ ☆ 4/5Monte CarloIntegrationSampling
Formal & Physical Sciences MathematicsENHow to derive a Gibbs sampling routine in generalBen LambertMay 15, 2018 15 min★ ★ ★ ★ ☆ 4/5Gibbs SamplingBayesian StatisticsConditional Distributions
Formal & Physical Sciences MathematicsENExplaining the difference between confidence and credible intervalsBen LambertMay 15, 2018 20 min★ ★ ★ ★ ☆ 4/5Confidence IntervalsCredible IntervalsBayesian Statistics
Formal & Physical Sciences MathematicsENEstimating the posterior predictive distribution by samplingBen LambertMay 15, 2018 12 min★ ★ ★ ★ ☆ 4/5Bayesian StatisticsPosterior PredictiveSampling
Formal & Physical Sciences MathematicsENEffective sample size: representing the cost of dependent samplingBen LambertMay 15, 2018 17 min★ ★ ★ ★ ☆ 4/5Effective Sample SizeMCMCAutocorrelation
Formal & Physical Sciences MathematicsENConstrained parameters? Use Metropolis-HastingsBen LambertMay 15, 2018 13 min★ ★ ★ ★ ☆ 4/5Metropolis-HastingsBayesian StatisticsMCMC
Formal & Physical Sciences MathematicsENAn introduction to the Random Walk Metropolis algorithmBen LambertMay 15, 2018 11 min★ ★ ★ ★ ☆ 4/5MCMCBayesian StatisticsRandom Walk Metropolis
Formal & Physical Sciences MathematicsENAn introduction to the Poisson distribution - 2Ben LambertMay 15, 2018 10 min★ ★ ★ ★ ☆ 4/5Poisson DistributionStatisticsProbability
Formal & Physical Sciences MathematicsENAn introduction to the gamma distributionBen LambertMay 15, 2018 17 min★ ★ ★ ★ ☆ 4/5Gamma DistributionProbabilityStatistics
Formal & Physical Sciences MathematicsENAn introduction to the Beta distributionBen LambertMay 15, 2018 10 min★ ★ ★ ★ ☆ 4/5Beta DistributionBayesian StatisticsProbability
Formal & Physical Sciences MathematicsENAn introduction to rejection samplingBen LambertMay 15, 2018 10 min★ ★ ★ ★ ☆ 4/5Rejection SamplingMonte CarloBayesian Statistics
Formal & Physical Sciences MathematicsENAn introduction to reference priorsBen LambertMay 15, 2018 10 min★ ★ ★ ★ ☆ 4/5Bayesian StatisticsReference PriorsMutual Information
Formal & Physical Sciences MathematicsENAn introduction to numerical integration through Gaussian quadratureBen LambertMay 15, 2018 26 min★ ★ ★ ★ ★ 5/5Gaussian QuadratureNumerical IntegrationLegendre Polynomials
Formal & Physical Sciences MathematicsENAn introduction to Jeffreys priors - 2Ben LambertMay 15, 2018 12 min★ ★ ★ ★ ☆ 4/5Bayesian StatisticsJeffreys PriorBernoulli Distribution
Formal & Physical Sciences MathematicsENAn introduction to inverse transform samplingBen LambertMay 15, 2018 11 min★ ★ ★ ★ ☆ 4/5Inverse Transform SamplingStatisticsProbability
Formal & Physical Sciences MathematicsENAn introduction to importance sampling - optimal importance distributionsBen LambertMay 15, 2018 13 min★ ★ ★ ★ ☆ 4/5Importance SamplingMonte CarloVariance Reduction
Formal & Physical Sciences MathematicsENAn introduction to importance samplingBen LambertMay 15, 2018 14 min★ ★ ★ ★ ☆ 4/5Importance SamplingMonte CarloBayesian Statistics
Formal & Physical Sciences MathematicsENAn introduction to Gibbs samplingBen LambertMay 15, 2018 18 min★ ★ ★ ★ ☆ 4/5Gibbs SamplingMarkov Chain Monte CarloBayesian Inference
Formal & Physical Sciences MathematicsENAn introduction to continuous marginal probability distributionsBen LambertMay 15, 2018 10 min★ ★ ★ ★ ☆ 4/5Marginal DistributionProbabilityStatistics
Formal & Physical Sciences MathematicsENEvaluating model fit through AIC, DIC, WAIC and LOO-CVBen LambertMay 3, 2018 11 min★ ★ ★ ★ ☆ 4/5AICDICWAIC
Formal & Physical Sciences MathematicsENLecture 18 | MIT 6.832 (Underactuated Robotics), Spring 2018MIT OpenCourseWareMay 1, 2018 73 min★ ★ ★ ★ ☆ 4/5Stochastic DynamicsUnderactuated RoboticsProbability Distributions
Formal & Physical Sciences MathematicsENThe syllabus covered by the book and YouTube courseBen LambertApril 30, 2018 15 min★ ★ ★ ★ ☆ 4/5Bayesian StatisticsTextbookCourse Overview