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Related lectures (19)

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Analog/Digital Systems: Introduction to Signal Conditioning

Introduces analog/digital systems, sensor treatment, signal conditioning, and practical electronic system design.

Pulse Oximetry: Optical Sensors

Explores pulse oximetry principles, optical sensors, SO₂ expression, and calibration techniques in medical instrumentation.

Variational Formulation: Information Measures

Explores variational formulation for measuring information content and divergence between probability distributions.

Diffusion Equation

Covers the Fourier law, heat equation, Righi-Leduc effect, and related experiments.

Conditional Expectation: Definition

Explains conditional expectation, conditioning events, probabilities calculation, and examples with dice and random variables.

Quantum Gravity: Conformal Field Theory Perspectives

Covers the relationship between conformal field theory and Liouville quantum gravity, focusing on correlation functions and the implications of cutting LQG by SLE loops.

Measurement Systems: Principles and Components

Covers the principles and components of measurement systems, including accuracy, uncertainty, and error classification.

Linear Systems: Iterative Methods

Covers iterative methods for solving linear systems, including Jacobi and Gauss-Seidel methods.

Optimization Methods in Machine Learning

Explores optimization methods in machine learning, emphasizing gradients, costs, and computational efforts for efficient model training.