Formal & Physical Sciences MathematicsENMathematical Epidemiology - Lecture 09 - Some oddities and some recent mathematical modelsJulien ArinoMay 5, 2022 65 min★ ★ ★ ★ ☆ 4/5EpidemiologyMathematical ModelingR0
Formal & Physical Sciences MathematicsENMathematical Epidemiology - Lecture 07 - Stochastic modelsJulien ArinoMay 4, 2022 60 min★ ★ ★ ★ ☆ 4/5Stochastic ModelsEpidemiologyMarkov Chains
Formal & Physical Sciences MathematicsENMathematical Epidemiology - Practicum 01 - Introduction to R, getting data, solving ODE and fittingJulien AMay 3, 2022 119 min★ ★ ★ ★ ☆ 4/5REpidemiologyODE
Formal & Physical Sciences MathematicsENMathematical Epidemiology - Lecture 06 - Stochastic aspects in the spread of epidemicsJulien ArinoMay 1, 2022 61 min★ ★ ★ ★ ☆ 4/5Stochastic ProcessesEpidemiologySojourn Times
Formal & Physical Sciences MathematicsENMathematical Epidemiology - Lecture 04 - Group modelsJulien ArinoApril 29, 2022 29 min★ ★ ★ ★ ☆ 4/5Mathematical EpidemiologyGroup ModelsODE
Formal & Physical Sciences MathematicsENUofM - MATH2740 - Lecture 09 - Part 1 - SVD (an example by hand)Julien AApril 28, 2022 32 min★ ★ ★ ★ ☆ 4/5SVDLinear AlgebraEigenvalues
Formal & Physical Sciences MathematicsENUofM - MATH2740 - Lecture 07 - Part 1 - Computing and using the QR factorisationJulien AApril 28, 2022 53 min★ ★ ★ ★ ☆ 4/5QR FactorizationGram-SchmidtLeast Squares
Formal & Physical Sciences MathematicsENUofM - MATH2740 - Lecture 06 - Part 2 - QR factorisation (example)Julien AApril 28, 2022 16 min★ ★ ★ ★ ☆ 4/5Gram-SchmidtQR FactorizationLinear Algebra
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 23 - Part 2 - Markov chains in RJulien AApril 28, 2022 53 min★ ★ ★ ★ ☆ 4/5Markov ChainsR ProgrammingStochastic Processes
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 23 - Part 1- Absorbing Markov chainsJulien AApril 28, 2022 23 min★ ★ ★ ★ ☆ 4/5Markov ChainsAbsorbing StatesStochastic Processes
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 22 - Regular Markov chainsJulien AApril 28, 2022 69 min★ ★ ★ ★ ☆ 4/5Markov ChainsStochastic MatricesPrimitive Matrices
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 21 - Part 2 - Markov chainsJulien AApril 28, 2022 42 min★ ★ ★ ★ ☆ 4/5Markov ChainsStochastic ProcessesTransition Matrix
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 21 - Part 1 - Graph theory (Air transport in MB)Julien AApril 28, 2022 34 min★ ★ ★ ★ ☆ 4/5Graph TheoryIgraphR
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 20 - Graph theory (Air transport in MB)Julien AApril 28, 2022 68 min★ ★ ★ ★ ☆ 4/5Graph TheoryNetwork AnalysisR Programming
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 18 - Graph theory (Graph measures 2)Julien AApril 28, 2022 62 min★ ★ ★ ★ ☆ 4/5Graph TheoryDensityConnectedness
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 17 - Part 2 - Graph theory (Graph measures 1)Julien AApril 28, 2022 30 min★ ★ ★ ★ ☆ 4/5Graph TheoryGeodesic DistanceEccentricity
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 17 - Part 1 - Graph theory (Introduction to RMarkdown)Julien AApril 28, 2022 34 min★ ★ ★ ★ ☆ 4/5R MarkdownGraph TheoryData Wrangling
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 16 - Part 2 - Graph theory (computer example)Julien AApril 28, 2022 23 min★ ★ ★ ★ ☆ 4/5Graph TheoryIgraphR Programming
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 16 - Part 1 - Graph theory (associated matrices)Julien AApril 28, 2022 49 min★ ★ ★ ★ ☆ 4/5Graph TheoryAdjacency MatrixDegree Matrix
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 14 - Part 2 - Graph theory (Spanning trees - igraph)Julien AApril 28, 2022 10 min★ ★ ★ ★ ☆ 4/5Graph TheorySpanning TreesIgraph
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 14 - Part 1 - Graph theory (Cycles, spanning trees)Julien AApril 28, 2022 62 min★ ★ ★ ★ ☆ 4/5Graph TheoryCyclesTrees
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 13 - Part 2 - Graph theory (Introduction to igraph)Julien AApril 28, 2022 20 min★ ★ ★ ★ ☆ 4/5IgraphRGraph Theory
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 13 - Part 1 - Graph theory (Introduction)Julien AApril 28, 2022 56 min★ ★ ★ ★ ☆ 4/5Graph TheoryMathematicsLecture
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 12 - Part 1 - PCA (computer example 2)Julien AApril 28, 2022 33 min★ ★ ★ ★ ☆ 4/5PCAR ProgrammingData Science
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 11 - Part 3 - PCA (computer example 1)Julien AApril 28, 2022 29 min★ ★ ★ ★ ☆ 4/5PCARLinear Algebra
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 11 - Part 2 - Examples of change of basisJulien AApril 28, 2022 23 min★ ★ ★ ★ ☆ 4/5Linear AlgebraChange of BasisVector Spaces
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 09 - Part 2 - SVD and pseudo-inverse (example)Julien AApril 28, 2022 36 min★ ★ ★ ★ ☆ 4/5SVDPseudo-InverseLinear Algebra
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 08 - Part1 - SVD (theory)Julien AApril 28, 2022 60 min★ ★ ★ ★ ☆ 4/5SVDLinear AlgebraEigenvalues
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 08 - Part 2 - SVD (image compression in R)Julien AApril 28, 2022 15 min★ ★ ★ ★ ☆ 4/5SVDImage CompressionR Programming
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 07 - Part 2 - SVD (theory)Julien AApril 28, 2022 18 min★ ★ ★ ★ ☆ 4/5Singular Value DecompositionLinear AlgebraEigenvalues
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 06 - Part 1 - QR factorisation (theory)Julien AApril 28, 2022 56 min★ ★ ★ ★ ☆ 4/5QR FactorizationOrthogonal MatricesLinear Algebra
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 05 - Part 1 - Linear least squares (continued)Julien AApril 28, 2022 51 min★ ★ ★ ★ ☆ 4/5Least SquaresLinear AlgebraNormal Equations
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 04 - Part2 - Linear least squares (theory)Julien AApril 28, 2022 11 min★ ★ ★ ★ ☆ 4/5Least SquaresLinear AlgebraBest Approximation
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 04 - Part 1 - Linear least squares with jupyterJulien AApril 28, 2022 60 min★ ★ ★ ★ ☆ 4/5Least SquaresLinear AlgebraR Programming
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 03 - Part 2 - Linear least squaresJulien AApril 28, 2022 13 min★ ★ ★ ★ ☆ 4/5Linear Least SquaresR ProgrammingData Fitting
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 02Julien AApril 28, 2022 76 min★ ★ ★ ★ ☆ 4/5Linear AlgebraMatricesEigenvalues
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 01 - Part 2Julien AApril 28, 2022 42 min★ ★ ★ ★ ☆ 4/5SetsLogicComplex Numbers
Formal & Physical Sciences MathematicsENUofM - MATH 2740 - Lecture 01 - Part 1Julien AApril 28, 2022 25 min★ ★ ★ ☆ ☆ 3/5Data ScienceMathematicsCourse Organization
Formal & Physical Sciences MathematicsENMathematical Epidemiology - Lecture 02 - Basic mathematical epidemiologyJulien ArinoApril 28, 2022 134 min★ ★ ★ ★ ☆ 4/5SIR ModelSIS ModelBasic Reproduction Number
Applied Sciences & Engineering MathematicsENMathematical Epidemiology - Lecture 01 - IntroductionJulien AApril 28, 2022 47 min★ ★ ★ ★ ☆ 4/5EpidemiologyMathematical ModelingHistory of Medicine
