Search result for Eigenvalues and eigenvectors Online Courses & Certifications
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Eigenvectors and Eigenvalues
by Ortal Arel- 0.0
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Approx. 1 weeks
Learn how to calculate eigenvalues and eigenvectors and why they are important for AI applications. lesson 1 Vectors Linear Transformation lesson 2 Definitions and Calculations Characteristic Equation of a matrix Eigenvalues Eigenvectors lesson 3 Why is the relevant to Machine Learning?...
Free
Linear Algebra III: Determinants and Eigenvalues
by Greg Mayer- 0.0
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3 Weeks
This course then moves on to eigenvalues and eigenvectors. However, the basic concepts— eigenvectors and eigenvalues—are useful throughout industry, science, engineering and mathematics. Compute determinants of using cofactor expansions and properties of determinants Characterize the invertibility of a matrix using determinants and eigenvalues Use eigenvalues to determine identify the rotation and dilation of a linear transform...
$199
Mathematics for Machine Learning: Linear Algebra
by David Dye , Samuel J. Cooper , A. Freddie Page- 4.7
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Approx. 19 hours to complete
Then we look through what vectors and matrices are and how to work with them, including the knotty problem of eigenvalues and eigenvectors, and how to use these to solve problems. Eigenvalues and Eigenvectors: Application to Data Problems What are eigenvalues and eigenvectors? Characteristic polynomials, eigenvalues and eigenvectors Eigenvalues and eigenvectors...
Matrix Algebra for Engineers
by Jeffrey R. Chasnov- 4.8
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Approx. 20 hours to complete
This course is all about matrices, and concisely covers the linear algebra that an engineer should know. EIGENVALUES AND EIGENVECTORS Finding Eigenvalues and Eigenvectors (1) | Lecture 33 Finding Eigenvalues and Eigenvectors (2) | Lecture 34 Eigenvalues and Eigenvectors of a Two-by-Two Matrix Eigenvalues and Eigenvectors of a Three-by-Three Matrix Eigenvalues and eigenvectors...
Master Linear Algebra 2020: The Complete Study Of Spaces
by Kody Amour- 4.3
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5.5 hours on-demand video
Learn How to Define Space And How it is Characterized And Measured. We Make Linear Algebra Math Fun And Easy. Vector Spaces Linear Transformations How to Measure Space Definition of a Right Angle (The Real One) Inner-Product Spaces Eigenvalues and Eigenvectors This is a topic that is widely used with everyone, and can be understood....
$13.99
Linear Algebra - Foundations to Frontiers
by Maggie Myers , Robert van de Geijn- 0.0
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15 Weeks
Learn the mathematics behind linear algebra and link it to matrix software development. Through short videos, exercises, visualizations, and programming assignments, you will study Vector and Matrix Operations, Linear Transformations, Solving Systems of Equations, Vector Spaces, Linear Least-Squares, and Eigenvalues and Eigenvectors. Connections between linear transformations, matrices, and systems of linear equations Orthogonality, linear least-squares, eigenvalues and eigenvectors...
$49
Advanced Linear Algebra: Foundations to Frontiers
by Maggie Myers , Robert van de Geijn- 0.0
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16 Weeks
Linear algebra is one of the fundamental tools for computational and data scientists. In Advanced Linear Algebra: Foundations to Frontiers (ALAFF), you will build your knowledge, understanding, and skills in linear algebra, practical algorithms for matrix computations, and the analysis of the effects of floating-point arithmetic as performed by computers. Computing and employing eigenvalues and eigenvectors...
$49
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Mathematical Foundations of Machine Learning
by Dr Jon Krohn- 4.5
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15.5 hours on-demand video
Essential Linear Algebra and Calculus Hands-On in NumPy, TensorFlow, and PyTorch Mathematics forms the core of data science and machine learning. Eigenvectors and Eigenvalues Derivatives and Differentiation Throughout each of the sections, you'll find plenty of hands-on assignments, Python code demos, and practical exercises to get your math game in top form!...
$17.99
Become a Linear Algebra Master
by Krista King- 4.8
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15 hours on-demand video
Inverses, including invertible and singular matrices, and solving systems with inverse matrices Determinants, including upper and lower triangular matrices, and Cramer's rule Eigenvalues and Eigenvectors, including finding eigenvalues and their associate eigenvectors and eigenspaces, and eigen in three dimensions Eigenvalues and Eigenvectors, including finding eigenvalues and their associate eigenvectors and eigenspaces, and eigen in three dimensions...
$20.99
Complete Linear Algebra for Data Science & Machine Learning
by Kashif Altaf- 4.5
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18 hours on-demand video
· Operations on two matrices, including addition, subtraction and multiplication · Performing elementary row operations and finding Echelon Forms (REF & RREF) · Inverses, including invertible and singular matrices, and the Cofactor method · Eigenvalues and Eigenvectors, including how to find Eigenvalues and the corresponding Eigenvectors Eigenvalues and Eigenvectors, including how to find Eigenvalues and the corresponding Eigenvectors...
$17.99
