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Related lectures (47)
Advanced Physics I
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Covers advanced topics in physics, including empirical forces, applications of Newton's laws, momentum, impulse, work, energy, and angular momentum.
Linear Models: Part 2
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Covers linear models, binary and multi-class classification, and logistic regression with practical examples.
Non-analytic Smooth Functions
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Explores non-analytic smooth functions, their properties, and applications in differential geometry and partitioning unity.
Monotonicity Criteria in Differentiable Functions
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Explores monotonicity criteria, L'Hopital's rule, and Lipschitz continuity in differentiable functions and deep neural networks.
Math-101(en) / Min/Max, Inf/Sup
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Covers minimum, maximum, infimum, and supremum concepts in real numbers with examples and proofs.
Optimal Transport: Theory and Applications
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Explores the theory of optimal transport, focusing on Lipschitz functions and uniqueness of solutions.
Optimization Problems: Path Finding and Portfolio Allocation
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Covers optimization problems in path finding and portfolio allocation.
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