Scripts and Algorithms: MATLAB and Octave Basics

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Related lectures (43)

Theory of Computation: Decidability and Complexity Log in to Mediaspace to watch this video

Delves into the theory of computation, covering decidability, complexity, P vs. NP, and reductions.

Girvan-Newman Algorithm Log in to Mediaspace to watch this video

Introduces the Girvan-Newman Algorithm for network decomposition based on edge betweenness and demonstrates its application in physics collaborations.

Matlab Programming: Script and Function Log in to Mediaspace to watch this video

Explores Matlab programming with scripts and functions, vectorization, and 2D graphics.

Numerical Analysis: Course Overview Log in to Mediaspace to watch this video

Provides an overview of the Numerical Analysis course at EPFL, focusing on course organization, materials, and learning outcomes.

Finite Element Method: Applications and Formulations Log in to Mediaspace to watch this video

Explores the application and formulation of the finite element method in solving various engineering problems.

Computing Voronoi Cell Part 2 Log in to Mediaspace to watch this video

Explores the computation of Voronoi cells, linear independence, uniqueness, and solving the Closest Vector Problem.

Introduction to Algorithms Log in to Mediaspace to watch this video

Covers the concept of algorithms, loop invariants, and examples of algorithmic problem-solving.

Partial Derivatives: Understanding and Applications Log in to Mediaspace to watch this video

Explores the computation and significance of partial derivatives in determining rates of change.

Sparsest Cut: (log n) Approximation Algorithm Log in to Mediaspace to watch this video

Covers the (log n) approximation algorithm for the sparsest cut problem, presenting the mathematical theorems and proofs.

Introduction to Logarithm Log in to Mediaspace to watch this video

Covers the introduction to logarithms, algorithmic notations, and analysis of algorithm travel times.

Metabolic Modeling Exercises Log in to Mediaspace to watch this video

Covers exercises on genome-scale metabolic models, including FBA and TFA analysis, as well as modeling kinetics.

Optimization algorithms Log in to Mediaspace to watch this video

Covers optimization algorithms, focusing on Proximal Gradient Descent and its variations.

Numerical Analysis: Introduction to Interpolation Techniques Log in to Mediaspace to watch this video

Covers the basics of numerical analysis, focusing on interpolation methods and their applications in engineering.

Reliable Broadcast: Overview and Algorithms Log in to Mediaspace to watch this video

Explores reliable broadcast in distributed systems, presenting specifications, algorithms, and properties for different types of broadcast.

Linear Programming: Solving LPs Log in to Mediaspace to watch this video

Covers the process of solving Linear Programs (LPs) using the simplex method.

Variance Reduction: Strategies and Applications Log in to Mediaspace to watch this video

Discusses variance reduction techniques in stochastic simulation, focusing on allocation strategies and replica generation algorithms.

Spectral Estimation Methods Log in to Mediaspace to watch this video

Explores parametric spectrum estimation methods, including line and smooth spectra, and delves into heart rate variability analysis.

Convex Hulls: Complexity and Vertices Log in to Mediaspace to watch this video

Explores the complexity of convex hulls and the concept of vertices within them.

Dynamic Programming: Knapsack Log in to Mediaspace to watch this video

Explores dynamic programming for the Knapsack problem, discussing strategies, algorithms, NP-hardness, and time complexity analysis.

Algorithms: Final Exam Review Log in to Mediaspace to watch this video

Provides a detailed review of the 2016 final exam, covering various algorithmic problems.

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