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Singular Value Decomposition
Covers the Singular Value Decomposition theorem and its application in decomposing matrices.
Chemical Bonds and Reactions
Explores chemical bonds, stoichiometry, ideal gases, and the mole concept in chemistry.
Diagonalization of Symmetric Matrices
Explores the diagonalization of symmetric matrices and the orthogonality of eigenvectors.
Maxwell's Equations: Capacitors and Magnetic Fields
Covers final exam rules, electromagnetic waves, electric fields, and circuits.
Projection Orthogonal: Importance of Orthogonal Bases
Emphasizes the importance of using orthogonal bases in linear algebra for representing linear transformations.
Polymer Structure: Dilute Solution
Explores entropy of mixing, polymer structure in solution, random coil model, and hydrodynamic radius in polymer solutions.
Streaming Online: Effective Tools
Covers the use of iPad and blackboard for remote students and emphasizes the importance of effective tools for online learning.
Factorisation QR: Gram-Schmidt Process
Covers the Factorisation QR theorem and the Gram-Schmidt method for orthonormal bases.
Statistical Inference: Exponential Families and Likelihoods
Explores exponential families, likelihood functions, and model regularity in statistical inference.
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