Search result for What is linear algebra Online Courses & Certifications
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The Math of Data Science: Linear Algebra
by Stephen Wang- 0.0
8 Weeks
This course is an introduction to linear algebra. 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. Please note that coaching is only available via SMS to U....
$159
Complete Linear Algebra for Machine Learning - Data Science
by Manifold AI Learning ®- 3.8
13 hours on-demand video
Master the Complete linear algebra for data science, machine learning & Deep Learning with Hands On Exercise in Python Then, this course is for you. Linear Algebra is one of the areas where everyone agrees to be a starting point in the learning curve of Machine Learning, Data Science, and Deep Learning....
$12.99
Build Regression, Classification, and Clustering Models
by Anastas Stoyanovsky- 0.0
Approx. 20 hours to complete
In most cases, the ultimate goal of a machine learning project is to produce a model. Build Linear Regression Models Using Linear Algebra Build Linear Regression Models Using Linear Algebra Module Introduction Linear Regression Linear Equation Guidelines for Building a Regression Model Using Linear Algebra Building Linear Regression Models Using Linear Algebra...
Machine Learning 2020: Complete Maths for Machine Learning
by Jitesh Khurkhuriya- 4.1
2.5 hours on-demand video
Machine Learning uses mathematical implementation of the algorithms and without understanding the math behind it is like driving a car without knowing what kind of engine powers it. We will understand various terms of Rate of Change, Limits, What is Derivative, including Single, Double and Partial Derivatives. Linear Algebra Linear Algebra is the mathematics of the 21st Century....
$11.99
Computer Vision Basics
by Radhakrishna Dasari , Junsong Yuan- 4.2
Approx. 13 hours to complete
Learners should also be familiar with the following: basic linear algebra (matrix vector operations and notation), 3D co-ordinate systems and transformations, basic calculus (derivatives and integration) and basic probability (random variables). What is Computer Vision? What is Computer Vision? Linear Algebra Understand what computer vision is and its goals...
Mathematical Foundation For Machine Learning and AI
by Eduonix Learning Solutions- 4.4
4.5 hours on-demand video
The progress that AI has already made is astounding with the mathematical theories: Linear Algebra, Multivariate Calculus and Linear Algebra – Linear algebra notation is used in Machine Learning This makes linear algebra a necessity to Calculus – This is used to supplement the learning part of It is what is used to learn from examples, update...
$9.99
PCA & multivariate signal processing, applied to neural data
by Mike X Cohen- 4.7
10 hours on-demand video
What is this course all about? Because data are stored in matrices, algorithms developed in linear algebra are extremely useful. neuroscience researcher who is looking for ways to analyze your multivariate data. independent learner who wants to advance your linear algebra knowledge. I worked hard to make this course accessible to anyone with at least minimal linear algebra and programming background....
$11.99
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Advanced Linear Models for Data Science 2: Statistical Linear Models
by Brian Caffo, PhD- 4.6
Approx. 6 hours to complete
Welcome to the Advanced Linear Models for Data Science Class 2: Statistical Linear Models. This class is an introduction to least squares from a linear algebraic and mathematical perspective. - A basic understanding of linear algebra and multivariate calculus. After taking this course, students will have a firm foundation in a linear algebraic treatment of regression modeling....
Advanced Linear Models for Data Science 1: Least Squares
by Brian Caffo, PhD- 4.4
Approx. 8 hours to complete
Welcome to the Advanced Linear Models for Data Science Class 1: Least Squares. This class is an introduction to least squares from a linear algebraic and mathematical perspective. - A basic understanding of linear algebra and multivariate calculus. Connection with linear regression Linear regression Linear Regression Quiz...
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) Disclaimer: This course is substantially more abstract and requires more programming than the other two courses of the specialization. However, this type of abstract thinking, algebraic manipulation and programming is necessary if you want to understand and develop machine learning algorithms....