Search result for What is linear algebra Online Courses & Certifications
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Modern Deep Convolutional Neural Networks with PyTorch
by Denis Volkhonskiy- 4.2
2 hours on-demand video
Introduction section, where I remind you, what is Linear layers, SGD, and how to train Deep Networks. Matrix calculus, Linear Algebra, Probability theory and Statistics Basics of Machine Learning: Regularization, Linear Regression and Classification, Basics of Deep Learning: Linear layers, SGD, Multi-layer perceptron...
$11.99
Algebra 2 & Trigonometry: A Complete High School Curriculum
by Matthew Gromlich- 4.6
16 hours on-demand video
This course is an intricately-designed, complete Algebra 2 curriculum. It incorporates all aspects of a traditional Algebra 2 course and also includes two units on basic trigonometry. These 17 units incorporate all the topics of Algebra 2. Graph linear functions Use test points to find boundaries of linear inequalities...
$15.99
Matrix Algebra for Engineers
by Jeffrey R. Chasnov- 4.8
Approx. 20 hours to complete
This course is all about matrices, and concisely covers the linear algebra that an engineer should know. Nevertheless, anyone who wants to learn the basics of matrix algebra is welcome to join. And after each substantial topic, there is a short practice quiz. The Identity Matrix is Orthogonal Determinant is a Linear Function of Any Row Systems of Linear Equations...
Applications of Linear Algebra Part 2
by Allison Dulin , Kristen Eshleman , Robert McSwain , Sara Swanson- 0.0
4 Weeks
Explore applications of linear algebra in the field of data mining by learning fundamentals of search engines, clustering movies into genres and of computer graphics by posterizing an image. Linear algebra is a tool to manage and analyze such data. In this part of the course, we'll develop the linear algebra more fully than part 1....
$25
College Algebra and Problem Solving
by Adrian Sannier , Sue McClure- 0.0
15 Weeks
Learn the basics of Algebra while preparing for future courses in Calculus through this credit-eligible college level math course. This course is part of Global Freshman Academy (GFA), which means you can earn transferable ASU credit toward your college degree. In this college level Algebra course, you will learn to apply algebraic reasoning to solve problems effectively....
$49
Introduction to Deep Learning
by Evgeny Sokolov , Зимовнов Андрей Вадимович , Alexander Panin , Ekaterina Lobacheva , Nikita Kazeev- 4.5
Approx. 34 hours to complete
The goal of this course is to give learners basic understanding of modern neural networks and their applications in computer vision and natural language understanding. 2) Basic linear algebra and probability. 1) Linear regression: mean squared error, analytical solution. What is TensorFlow What Deep Learning is and is not Unsupervised learning: what it is and why bother...
Supervised Learning: Regression
by Mark J Grover , Miguel Maldonado- 4.8
Approx. 11 hours to complete
What skills should you have? To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Data Cleaning, Exploratory Data Analysis, Calculus, Linear Algebra, Probability, and Statistics. Introduction to Supervised Machine Learning and Linear Regression Introduction to Supervised Machine Learning: What is Machine Learning?...
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Supervised Machine Learning: Regression
by Mark J Grover , Miguel Maldonado- 4.7
Approx. 11 hours to complete
What skills should you have? To make the most out of this course, you should have familiarity with programming on a Python development environment, as well as fundamental understanding of Data Cleaning, Exploratory Data Analysis, Calculus, Linear Algebra, Probability, and Statistics. Introduction to Supervised Machine Learning and Linear Regression Introduction to Supervised Machine Learning: What is Machine Learning?...
VLSI CAD Part II: Layout
by Rob A. Rutenbar- 4.8
Approx. 24 hours to complete
A modern VLSI chip is a remarkably complex beast: billions of transistors, millions of logic gates deployed for computation and control, big blocks of memory, embedded blocks of pre-designed functions designed by third parties (called “intellectual property” or IP blocks). Linear algebra and calculus at the level of a junior or senior in engineering....
Linear Algebra III: Determinants and Eigenvalues
by Greg Mayer- 0.0
3 Weeks
The goal of this part of the course is to decompose the action of a linear transformation that may be visualized. Prospective students enrolling in this class are encouraged to first complete the linear equations and matrix algebra courses before starting this class. Compute the area of regions in R^3 under a given linear transformation using determinants...
$199