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Scientific Computing with Python

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Related lectures (47)

Numerical Methods: Stopping Criteria, SciPy, and Matplotlib Log in to Mediaspace to watch this video

Discusses numerical methods, focusing on stopping criteria, SciPy for optimization, and data visualization with Matplotlib.

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.

Verification and validation Log in to Mediaspace to watch this video

Covers the verification and validation process in numerical flow simulation, ensuring credibility of simulation outcomes.

Numerical Integration: Introduction to SciPy and Matplotlib Log in to Mediaspace to watch this video

Covers numerical integration techniques using SciPy and Matplotlib for visualizing functions and approximating integrals.

Scientific Computing in Neuroscience Log in to Mediaspace to watch this video

Explores scientific computing in neuroscience, emphasizing the simulation of neurons and networks using tools like NEURON, NEST, and BRIAN.

Numerical Methods: Differential Equations Log in to Mediaspace to watch this video

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Root Finding Methods: Bisection and Secant Techniques Log in to Mediaspace to watch this video

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Data Science Essentials: Pandas, Numpy, Matplotlib Log in to Mediaspace to watch this video

Introduces Pandas, Numpy, and Matplotlib for data analysis and visualization in Python.

Elasticity: Constitutive Modelling in Geomechanics Log in to Mediaspace to watch this video

Explores constitutive modelling in geomechanics, focusing on stress-strain behavior and the application of elastic models in analytical and numerical methods.

Digital Physics: Convergence and Error Analysis Log in to Mediaspace to watch this video

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Iso-parametric Formulation of Quad4 Element Log in to Mediaspace to watch this video

Explains the iso-parametric formulation of the quad4 planar element and the calculation of the stiffness matrix.

Consistency and Stability in Numerical Methods Log in to Mediaspace to watch this video

Explores consistency and stability in numerical methods, emphasizing error analysis and the role of boundary conditions.

Computational Modeling of Systems Log in to Mediaspace to watch this video

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Orthogonality and Least Squares Log in to Mediaspace to watch this video

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Graph Surfaces: Integration and Vector Calculus Log in to Mediaspace to watch this video

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Numerical Integration: Trapezoidal Rule Log in to Mediaspace to watch this video

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Untitled Log in to Mediaspace to watch this video

Connect Four: Alpha-Beta Pruning and Monte-Carlo Tree Search Log in to Mediaspace to watch this video

Explores solving Connect Four using game theory algorithms and compares Alpha-Beta pruning with Monte-Carlo tree search.

Python Object Exercises Log in to Mediaspace to watch this video

Covers Python object exercises with basic syntax questions and practical quizzes.

Shor Algorithm: Measurement Process Analysis Log in to Mediaspace to watch this video

Explores the analysis of the measurement process in the Shor Algorithm.

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