Search result for Matrix algebra Online Courses & Certifications
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Complete Linear Algebra for Data Science & Machine Learning
by Kashif Altaf- 4.5
18 hours on-demand video
Linear Algebra for Data Science, Big Data, Machine Learning, Engineering & Computer Science. Master Linear Algebra DO YOU WANT TO LEARN LINEAR ALGEBRA IN AN EASY WAY? · Basic algebra concepts (as a BONUS) · Linear Algebra is a prerequisite for many lucrative careers, including Data Science, Artificial Intelligence, Machine Learning, Financial Math, Data Engineering etc....
$17.99
The Math of Data Science: Linear Algebra
by Stephen Wang- 0.0
8 Weeks
You will discover the basic objects of linear algebra – how to compute with them, how they fit together theoretically, and how they can be used to solve real problems. Linear algebra is at the core of all of modern mathematics, and is used everywhere from statistics and data science, to economics, physics and electrical engineering....
$159
Become a Linear Algebra Master
by Krista King- 4.8
15 hours on-demand video
HOW BECOME A LINEAR ALGEBRA MASTER IS SET UP TO MAKE COMPLICATED MATH EASY: Become a Linear Algebra Master is organized into the following sections: HERE'S WHAT SOME STUDENTS OF BECOME A LINEAR ALGEBRA MASTER HAVE TOLD ME: Provides an academic foundation of linear algebra to prepare for applied or programming-based courses....
$20.99
Linear Algebra IV: Orthogonality & Symmetric Matrices and the SVD
by Greg Mayer- 0.0
3 Weeks
You will then explore another application of orthogonal projections: creating a matrix factorization widely used in practical applications of linear algebra. Construct the QR factorization of a matrix Characterize properties of a matrix using its QR decomposition Construct an orthogonal diagonalization of a symmetric matrix Construct a spectral decomposition of a matrix...
$199
Applications of Linear Algebra Part 1
by Allison Dulin , Kristen Eshleman , Robert McSwain , Sara Swanson- 0.0
4 Weeks
In this part, we’ll learn basics of matrix algebra with an emphasis on application. Fundamental mathematical operations on matrices such as matrix arithmetic, norms, and solving linear systems Applications of linear algebra in data mining such as finding similar elements in a dataset using measure of distance, a method to recognize handwritten numbers using matrix norms, and ranking sports teams...
$25
Linear Algebra III: Determinants and Eigenvalues
by Greg Mayer- 0.0
3 Weeks
Prospective students enrolling in this class are encouraged to first complete the linear equations and matrix algebra courses before starting this class. Verify that a given vector is an eigenvector of a matrix Verify that a scalar is an eigenvalue of a matrix Construct an eigenspace for a matrix Characterize the invertibility of a matrix using determinants and eigenvalues...
$199
Mathematics for Machine Learning: Linear Algebra
by David Dye , Samuel J. Cooper , A. Freddie Page- 4.7
Approx. 19 hours to complete
In this course on Linear Algebra we look at what linear algebra is and how it relates to vectors and matrices. Introduction to Linear Algebra and to Mathematics for Machine Learning Types of matrix transformation Composition or combination of matrix transformations Going from Gaussian elimination to finding the inverse matrix Solving linear equations using the inverse matrix Non-square matrix multiplication...
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College Level Advanced Linear Algebra! Theory & Programming!
by Ahmed Fathy, MSc- 4.7
35 hours on-demand video
Linear Algebra (matlab - python) & Matrix Calculus For Machine Learning, Robotics, Computer Graphics, Control, & more ! From Matrix Calculus, To Robotics! From Control Systems, To Computer Graphics! From the Singular Value Decompositions to the Principal Component Analysis. Every one of those subjects handled linear algebra from very different perspectives....
$14.99
LAFF-On Programming for High Performance
by Maggie Myers , Robert van de Geijn , Devangi Parikh- 0.0
5 Weeks
Prerequisites for this course are a basic understanding of matrix computations (roughly equivalent toWeeks 1-5 of Linear Algebra: Foundations to Frontiers on edX) and an exposure to programming....
$49
Mathematical Foundations of Machine Learning
by Dr Jon Krohn- 4.5
15.5 hours on-demand video
Essential Linear Algebra and Calculus Hands-On in NumPy, TensorFlow, and PyTorch Matrix Properties Matrix Operations for Machine Learning Understand the fundamentals of linear algebra and calculus, critical mathematical subjects underlying all of machine learning and data science How to apply all of the essential vector and matrix operations for machine learning and data science...
$17.99