Section | Topics | Video | Resource File |
Discrete Mathematics | Propositional and first-order logic |
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sets, relations, functions, partial orders and lattices |
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Monoids |
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Groups |
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Graphs |
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Combinatorics |
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Linear Algebra | Matrices |
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Determinants |
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Systems of Linear Equations |
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Eigenvalues and Eigenvectors |
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LU decomposition |
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Calculus | Limits |
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Continuity and Differentiability |
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Maxima and Minima |
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Mean Value Theorem |
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Integration |
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Probability and Statistics | Random variables |
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Uniform, Normal, Exponential, Poisson and Binomial Distributions |
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Mean, median, mode and standard deviation |
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Conditional Probability and Bayeโs Theorem |
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