Sub Exponential Bounds

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Graphical Models: Representing Probabilistic Distributions

Covers graphical models for probabilistic distributions using graphs, nodes, and edges.

Solving Systems of Equations with Parameters

Explores solving systems of equations with parameters using matrices and Gaussian elimination.

Model Database Resolution

Covers model database resolution, hydrology, GIS, connections, transitions, and validation using various datasets.

Hydroacoustic Simulation with SIMSEN

Covers simulation parameters for water hammer in pipes using SIMSEN software, emphasizing the importance of specifying element names for system recognition.

Linear Regression and Gradient Descent

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

Calibration analysis of flow meters

Covers the analysis of calibrations for flow meters and parameters like atmospheric temperature, pressure, humidity, and timing.

Radiation Impedance of Piston on Screen

Explores the radiation impedance of a piston on a screen using COMSOL Multiphysics, focusing on resistance, mass, and impedance expressions.

Function Generators: Exercises

Covers exercises related to function generators and calculations involving different voltages and components.

Expectation Maximization: Learning Parameters

Covers the Expectation Maximization algorithm for learning parameters and dealing with unknown variables.