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PlatformYouTube524Bilibili30X3

DisciplineMathematical modeling342Calculus80Algebra56Probability & statistics45Discrete mathematics17Applied mathematics13Geometry3General mathematics1

DifficultyIntroductory367Intermediate129Foundational54Advanced7

StyleWhiteboard257Visual explanation156Lecture142Problem solving2

Length5–15 min322Under 5 min20615–45 min29

TopicMatrices27Derivatives22Vectors15Integrals15Probability13Greatest common divisor12Eigenvalues9Linear transformations9Distributions9Chain rule8Expectation8Graph theory8Time series forecasting8Basis7Means7Function limit7Normal distribution7Exponential smoothing forecasting7Determinants6Random variables6Independence6Euclidean algorithm6Modular arithmetic6Bayes’ theorem5Calculus5Permutations5Function graph5Definite integral5Conditional probability5Binomial distribution5Dimensional analysis5Game theory modeling5Partial differential equations5Fourier transform4Fractions4Partial derivative4Power series4Taylor series4Multivariable function4Grey prediction model4Regression modeling4ARIMA modeling4Normalization and standardization in modeling4Entropy weight method4Linear programming4Transportation problem4Cluster analysis modeling4Fourier series4Topological spaces4Singular values4Linear equations4Metric spaces4Ordinary differential equations4Method of characteristics4Hypothesis 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report2Population growth model2Uniform distribution2Universal properties2Experimental design2Group representations2Sequence convergence2Counterexamples2Linear regression2Finite element method2Connectedness2Uniform convergence2Compound interest2Absolute value2Bisection method2Fields2Unit circle2Binary operations2Differential forms2Laurent series2Mathematical induction2Huffman coding2Pythagorean theorem2Initial value problems2Extreme value theorem2Gradient descent2Cosets and Lagrange's theorem2Subgroups2Conditional entropy2Tensor products2Wave equation2Polyhedra2Ergodicity2Maximum likelihood2Graphs2Euler characteristic2Hilbert spaces2Inverse functions2Polynomials2Mean–variance optimization2Prime ideals2Distance formula2Coordinate geometry2Heat equation2Separation of variables2Tangent spaces2Open and closed sets2Invariant subspaces2Categories2Compactness2Condition numbers2Time value of money2Bolzano–Weierstrass theorem2Tangent line1Area under curve1Incidence matrix1Network 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functions1Pigeonhole principle1Uniform continuity1Mutual information1Irreducible representations1Natural transformations1Functors1Resonance1Quantifiers1Finite differences1Martingales1Arithmetic operations1Group actions1Ramsey theory1Graph coloring1Euler and Hamilton paths1Itô calculus1Numerical quadrature1Numerical stability1Conditioning1Symmetric encryption1Equivalence relations1Lines and planes1Conic sections1Sheaves1Fractions and ratios1Geometric Brownian motion1Relations1Sets1Binomial theorem1Elliptic curve cryptography1Sturm–Liouville problems1Quotient rings1Polynomial rings1Schemes1Digital signatures1Measurable functions1Banach spaces1Fubini and Tonelli theorems1Tensor products of representations1Quadratic equations1Limits and colimits1Gram–Schmidt process1Regular surfaces1Separable equations1Exponential functions1PDE classification1Linearization1Integrating factors1Maschke's theorem1Function transformations1Prime factorization1Mathematical modeling process1Laplace and Poisson 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Mathematical modeling·English

Normed Spaces(Lecture 1) Field(Definition)

Prof Shoaib Naeem

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