Concept
Class consciousness
Related lectures (74)
Linear Maps and the Duality Principle in Mathematics
Covers the duality principle in linear algebra and its implications in mathematics.
Length of Curves and Tangent Vectors
Covers the calculation of the length of curves and the properties of tangent vectors.
Prime Gaps and Multiplicative Sieve Inequalities
Covers the Bombieri-Vinogradov theorem and its implications for prime gaps and multiplicative sieve inequalities.
Stochastic Models for Communications
Covers stochastic models for communication systems, including concepts like stochastic processes and Markov chains.
Meromorphic Functions & Differentials
Explores meromorphic functions, poles, residues, orders, divisors, and the Riemann-Roch theorem.
Logistic Regression: Interpretation & Feature Engineering
Covers logistic regression, probabilistic interpretation, and feature engineering techniques.
Cohomology: Cross Product
Explores cohomology and the cross product, demonstrating its application in group actions like conjugation.
Gaussian Curvature and Geodesics
Explores the derivative of curve lengths, fixed-end deformations, geodesics, surface point typologies, and sphere parametrization.
Logistic Regression: Probabilistic Interpretation
Covers logistic regression's probabilistic interpretation, multinomial regression, KNN, hyperparameters, and curse of dimensionality.
Advanced Analysis II: Gradient Generalizations
Explores gradient generalizations and applications in advanced analysis.