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Related lectures (29)

Covers the basics of machine learning for physicists and chemists, focusing on image classification and dataset labeling.

Homotopy Coherent Groups and Quasi-Categories

Covers the characterization of trivial Kan fibrations and the importance of homotopy coherent groups.

The Nerve and Geometric Realization

Delves into the computation and geometric realization of small categories, exploring the relationship between nerves and geometric structures.

Control the cat

Explains how to control a cat using coding blocks to make it move, speak, and repeat actions.

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Linear Regression and Gradient Descent

Covers linear regression, gradient descent, overfitting, and ridge regression among other concepts.

Electrocatalytic CO₂ Reduction: Mechanisms and Challenges

Delves into the mechanisms and challenges of electrocatalytic CO₂ reduction, exploring multi-electron transfer reactions, pH dependence, and electrode morphology.

Density Matrix Formalism II

Explores density matrix formalism in quantum systems with multiple spins.

Inheritance: Polymorphism & Casting

Covers inheritance, polymorphism, and casting in object-oriented programming, emphasizing code factorization and generic object manipulation.

Algebra: Quadratic Trinomial

Explores quadratic trinomials, absolute values, Vieta's formulas, and graphical representation of equations.

Conformal Field Theory Basics

Covers the basics of Conformal Field Theory, focusing on Large N CFTs and correlation functions.

Boltzmann Machine

Covers the Boltzmann Machine, a type of stochastic recurrent neural network.

Oxygen Evolution Reaction Catalysts

Explores Ru-catalyzed water oxidation, catalyst comparison, and metal oxide performance in the oxygen evolution reaction.

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Water Quality Modelling: Equilibrium Phases

Explores equilibrium phases in water quality modelling, illustrating with examples of mineral precipitation and pH adjustment.

Trigonometric Functions

Covers the concept of trigonometric functions and their applications in geometry.

Energy Conservation in Newmark Scheme

Explores the Newmark scheme's energy conservation principles in explicit and implicit formulations.

Carbene Chemistry: Fundamentals and Applications

Explores the fundamentals and applications of carbene chemistry in organic synthesis and material science.

Cylinder Construction on Chain Complex

Explores the cylinder construction on a chain complex and its equivalence to chain homotopy.

Mesoscopic Master Equation

Explains the Mesoscopic Master Equation and transition rates in particle systems.