Algebra Courses

Matrix Algebra for Engineers

640 reviews

This course is all about matrices, and concisely covers the linear algebra that an engineer should know. We define matrices and how to add and multiply them, and introduce some special types of matrices.

• Coursera
• 20 hours worth of material, 4 weeks long
• 20th Feb, 2023
• Free Online Course (Audit)

• Best of All Time

Bases Matemáticas: Álgebra

50 reviews

En este curso se tratan los sistemas de ecuaciones, las matrices y cómo usarlas para resolverlos.

• edX
• 3-4 hours a week, 4 weeks long
• Self paced
• Free Online Course (Audit)

Introduction to Linear Models and Matrix Algebra

12 reviews

Learn to use R programming to apply linear models to analyze data in life sciences.

• edX
• 2-4 hours a week, 4 weeks long
• Self paced
• Free Online Course (Audit)

Linear Algebra (Fall 2011)

This course covers matrix theory and linear algebra, emphasizing topics useful in other disciplines such as physics, economics and social sciences, natural sciences, and engineering.

• MIT OpenCourseWare
• 36 hours worth of material
• On-Demand
• Free Online Course

Mathematics for Machine Learning: Linear Algebra

8 reviews

In this course on Linear Algebra we look at what linear algebra is and how it relates to vectors and matrices. Then we look through what vectors and matrices are and how to work with them, including the knotty problem of eigenvalues and eigenvectors, and…

• Coursera
• 19 hours worth of material, 5 weeks long
• 27th Feb, 2023
• Free Online Course (Audit)

Matrix Methods in Data Analysis, Signal Processing, and Machine Learning (Spring 2018)

2 reviews

This course reviews linear algebra with applications to probability and statistics and optimization–and above all a full explanation of deep learning.

• MIT OpenCourseWare
• 28 hours worth of material
• On-Demand
• Free Online Course

MIT 2.087 Engineering Mathematics: Linear Algebra and ODEs, Fall 2014

Syllabus: 2. First-Order Equations.3. First-Order Equations (continued).4. Second-Order Equations.5. Second-Order Equations (continued).

• YouTube
• 5 hours worth of material
• On-Demand
• Free Online Course

MIT A 2020 Vision of Linear Algebra, Spring 2020

Syllabus: Intro: A New Way to Start Linear Algebra. Part 1: The Column Space of a Matrix. Part 2: The Big Picture of Linear Algebra. Part 3: Orthogonal Vectors. Part 4: Eigenvalues and Eigenvectors. Part 5: Singular Values and Singular Vectors. Part 6: F…

• YouTube
• 1-2 hours worth of material
• On-Demand
• Free Online Course

Schoolyourself

Introduction to Algebra

19 reviews

Solve equations, draw graphs, and play with quadratics in this interactive course!

• edX
• 4-6 hours a week, 4 weeks long
• Self paced
• Free Online Course (Audit)

Matrix Methods

220 ratings at Coursera

Mathematical Matrix Methods lie at the root of most methods of machine learning and data analysis of tabular data. Learn the basics of Matrix Methods, including matrix-matrix multiplication, solving linear equations, orthogonality, and best least square…

• Coursera
• 6-7 hours worth of material, 5 weeks long
• 6th Mar, 2023
• Free Online Course (Audit)

Linear Algebra - Foundations to Frontiers

14 reviews

Learn the mathematics behind linear algebra and link it to matrix software development.

• edX
• 6-10 hours a week, 15 weeks long
• Self paced
• Free Online Course (Audit)

Differential Equations: Linear Algebra and NxN Systems of Differential Equations

2 reviews

Learn how to use linear algebra and MATLAB to solve large systems of differential equations.

• edX
• 5-8 hours a week, 9 weeks long
• Self paced
• Free Online Course (Audit)

San Jose State University

College Algebra

14 reviews

Gain an in-depth understanding of algebraic principles and learn how to use them to solve problems you may meet in everyday life.

• Udacity
• 16 weeks long
• On-Demand
• Free Online Course

Linear Algebra for Machine Learning and Data Science

85 ratings at Coursera

After completing this course, learners will be able to: • Represent data as vectors and matrices and identify their properties using concepts of singularity, rank, and linear independence, etc. • Apply common vector and matrix algebra operations like do…

• Coursera
• 21 hours worth of material, 4 weeks long
• 27th Feb, 2023
• Free Online Course (Audit)

Algebra: Elementary to Advanced - Functions & Applications

90 ratings at Coursera

After completing this course, students will learn how to successfully apply functions to model different data and real world occurrences. This course reviews the concept of a function and then provide multiple examples of common and uncommon types of fun…

• Coursera
• 5-6 hours worth of material, 3 weeks long
• 20th Feb, 2023
• Free Online Course (Audit)