Search result for Matrix algebra Online Courses & Certifications
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PCA & multivariate signal processing, applied to neural data
by Mike X Cohen- 4.7
10 hours on-demand video
Because data are stored in matrices, algorithms developed in linear algebra are extremely useful. independent learner who wants to advance your linear algebra knowledge. mathematician, engineer, or physicist who is curious about applied matrix decompositions in neuroscience. I worked hard to make this course accessible to anyone with at least minimal linear algebra and programming background....
$11.99
Foundations of Data Science
by Dinesh Kumar- 0.0
7 Weeks
Learn the fundamental concepts in probability, statistics, optimization and linear algebra which form the foundations for data science. Data must be represented in a matrix for AI and ML model development. Matrix operations such as matrix inverse and multiplication are elementary steps in model development. These fundamental concepts in linear algebra will be discussed....
$149
Statistical Inference and Modeling for High-throughput Experiments
by Rafael Irizarry , Michael Love- 0.0
4 Weeks
2x: Introduction to Linear Models and Matrix Algebra...
$149
Linear Algebra for Beginners: Open Doors to Great Careers
by Richard Han- 4.3
7 hours on-demand video
Learn the core topics of Linear Algebra to open doors to Computer Science, Data Science, Actuarial Science, and more! The prerequisite to the course Linear Algebra for Beginners: Open Doors to Great Careers 2. You intend to pursue a masters degree or PhD, and linear algebra is a required or recommended subject....
$13.99
Mathematics for Machine Learning: PCA
by Marc Peter Deisenroth- 4
Approx. 18 hours to complete
Good background in linear algebra (e. , matrix and vector algebra, linear independence, basis) Covariance matrix of a two-dimensional dataset...
Statistics and R
by Rafael Irizarry , Michael Love- 0.0
4 Weeks
2x: Introduction to Linear Models and Matrix Algebra...
$249
Ordinary Differential Equations and Linear Algebra - Part 1
by Betul Orcan-Ekmekci- 0.0
7 Weeks
, solutions to separable and linear first-order equations and to higher-order linear equations with constant coefficients, systems of linear differential equations, the properties of solutions to differential equations) and linear algebra (e. Linear Algebra: Matrix Algebra...
$169
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High-Dimensional Data Analysis
by Rafael Irizarry , Michael Love- 0.0
4 Weeks
2x: Introduction to Linear Models and Matrix Algebra...
$149
Modern Deep Convolutional Neural Networks with PyTorch
by Denis Volkhonskiy- 4.2
2 hours on-demand video
Matrix calculus, Linear Algebra, Probability theory and Statistics...
$11.99
Remote Sensing Image Acquisition, Analysis and Applications
by John Richards- 4.5
Approx. 23 hours to complete
That requires the use of the mathematics of vector and matrix algebra, and statistics. Module 3 Lecture 2: Exploiting the structure of the covariance matrix...