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Related lectures (30)

Convex Optimization Problems

Covers Convex Optimization Problems, LP formulations, and practical implementations using CVXPY and GUROBI.

Central Force Dynamics

Explores central force dynamics, conservation laws, and conic sections properties.

Convolutional Codes: Analysis and Applications

Delves into the analysis and applications of convolutional codes, highlighting the significance of correct implementation for optimal results.

Kernel Regression: K-nearest Neighbors

Covers the concept of kernel regression and K-nearest neighbors for making data linearly separable.

Lagrangian Mechanics: Symmetries and Conservation Laws

Explores Lagrangian mechanics, symmetries, conservation laws, and the Hamiltonian concept.

Bases and Dimension

Explores bases, dimension, linear independence, and vector space properties.

Homotopy Theory in Chain Complexes

Explores acyclic fibrations and cylinder objects in chain complexes.

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Optical Tweezers: Basics and Applications

Covers the basics of optical tweezers and their applications in microscopy, manipulation, and spectroscopy, as well as the alignment of molecules using laser pulses.

Bayesian Inference: Posterior Computation

Covers the computation of posterior distributions in Bayesian inference.

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