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NPTEL
Applied Linear Algebra
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Explore vector spaces, linear maps, eigenvalues, and applications in systems, algorithms, and optimization. Gain practical skills in linear algebra for various fields.
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48
Lesons
1 day
On-Demand
Free-Video
University of Central Florida
Subspace Capsule Network
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Explore Subspace Capsule Networks: a novel approach to neural networks that preserves information, norms, and angles. Learn about its principles, applications, and advantages in image classification and generation.
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27
Lesons
22 minutes
On-Demand
Free-Video
Orthogonality
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Explora conjuntos ortogonales, proyecciones, desigualdad de Cauchy-Schwarz, proceso de Gram-Schmidt, descomposición QR, regresión lineal, espacios de producto interno, polinomios de Legendre y series de Fourier.
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12
Lesons
3 hours 30 minutes
On-Demand
Free-Video
Kimberly Brehm
Linear Algebra
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Comprehensive exploration of linear algebra concepts, from basic systems to advanced topics like eigenvectors and orthogonal decomposition, with practical applications and problem-solving techniques.
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46
Lesons
11 hours
On-Demand
Free-Video
Linear Algebra
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Comprehensive exploration of linear algebra concepts, from basic matrix operations to complex numbers, with practical examples and geometric applications.
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92
Lesons
14 hours
On-Demand
Free-Video
Insights into Mathematics
Petrie Polygons of a Polyhedron - Universal Hyperbolic Geometry
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Explore Petrie polygons on polyhedra, focusing on Platonic solids. Learn about tesselations, Schlafli symbols, and orthogonal projections in this geometric journey.
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7
Lesons
26 minutes
On-Demand
Free-Video
Wrath of Math
Gram-Schmidt Orthogonalization - Proof and Example in Linear Algebra
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Comprehensive exploration of Gram-Schmidt orthogonalization, covering proof, process, and practical application in R^3. Ideal for deepening understanding of orthonormal bases in linear algebra.
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6
Lesons
15 minutes
On-Demand
Free-Video
Wrath of Math
Orthogonal Projections on Inner Product Subspaces - Linear Algebra
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Explore orthogonal projections in inner product spaces, including the projection theorem and methods for calculating projections onto subspaces and orthogonal components.
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1
Lesons
14 minutes
On-Demand
Free-Video
Centre de recherches mathématiques - CRM
Off-Diagonal Spectral Cluster Asymptotics on Zoll Manifolds
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Explore off-diagonal spectral cluster asymptotics on Zoll manifolds, examining universal asymptotic behavior of spectral cluster kernels and implications for monochromatic random waves in Riemannian geometry.
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1
Lesons
56 minutes
On-Demand
Free-Video
IMSA
Classification of Disordered Insulators in One Dimension
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Explore mathematical aspects of disordered topological insulators, focusing on 1D classification and the application of algebraic topology to quantum mechanical Hamiltonians.
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1
Lesons
1 hour 3 minutes
On-Demand
Free-Video
IMSA
Classification of Disordered Insulators in One Dimension
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Explore mathematical aspects of disordered topological insulators, focusing on 1D classification and the application of algebraic topology to quantum mechanical Hamiltonians.
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1
Lesons
1 hour 3 minutes
On-Demand
Free-Video
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