Linear Algebra Courses and Certifications

Complete Guide to Rotations and Transformations

167 ratings at Udemy

The Complete Guide to Attitude Representation and Transformations for Engineers and Programmers in Python and C++

• Udemy
• 7 hours 20 minutes
• On-Demand
• Paid Course

Basic Math: Algebra

Master linear algebra fundamentals including systems of equations, matrices, determinants, and Cramer's rule through practical problem-solving methods.

• Coursera
• 14 hours 35 minutes
• On-Demand
• Paid Course

Matrix Algebra Explained

63 ratings at Udemy

Master Matrix Algebra Using Step by Step Lessons and Prepare yourself for Linear Algebra! Over 400 Practice Questions

• Udemy
• 8 hours 41 minutes
• On-Demand
• Paid Course

Introduction to linear equations and matrices

6 ratings at OpenLearn

In this free course, matrices are used as a concise way of representing systems of linear equations which occur frequently in mathematics. Section 1 looks at simultaneous linear equations in two ...

• OpenLearn
• 16 hours
• On-Demand
• Free Certificate

Foundations of Statistical Learning & Algorithms

Master fundamental mathematical concepts for machine learning through linear algebra, probability theory, and optimization techniques, focusing on practical applications and model evaluation methods.

• Coursera
• 21 hours 22 minutes
• On-Demand
• Paid Course

Computational Science and Engineering I

Comprehensive review of advanced mathematical methods for engineering, covering linear algebra, differential equations, Fourier analysis, and numerical techniques with applications to various engineering problems.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Matrix Calculus for Machine Learning and Beyond

Explore advanced matrix calculus techniques for machine learning, optimization, and large-scale computing. Learn holistic matrix approaches, generalized derivatives, and reimagined differentiation formulas.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Vector and Matrix Algebra

4 reviews

This tutorial introduces students to essential ideas related to vectors and matrices.

• Complexity Explorer
• 1 hour
• On-Demand
• Free Online Course

Essential Linear Algebra for Data Science

189 ratings at Coursera

Learn essential linear algebra concepts for data science, focusing on practical applications without unnecessary proofs. Covers matrices, linear systems, and key properties, preparing you for advanced statistical modeling.

• Coursera
• 7 hours 49 minutes
• On-Demand
• Paid Course

Ordinary Differential Equations and Linear Algebra - Part 1

Explore mathematical modeling of natural phenomena through qualitative and quantitative analysis of 1st order differential equations and linear algebra.

• edX
• 7 weeks, 2-8 hours a week
• On-Demand
• Free Online Course (Audit)

Ordinary Differential Equations and Linear Algebra - Part 2

Explore qualitative and quantitative analysis of higher-order differential equations, delving into linearity theory and nonlinear complexity in mathematical modeling of natural phenomena.

• edX
• 7 weeks, 2-8 hours a week
• On-Demand
• Free Online Course (Audit)

Linear Algebra and Regression Fundamentals for Data Science

Master linear algebra and regression techniques using Python to build essential mathematical foundations for data science applications and predictive modeling.

• Coursera
• 16 hours 26 minutes
• On-Demand
• Paid Course

矩阵分析（英文版）

introduce the key mathematical ideas in matrix theory, which are used in modern methods of matrix Lie groups, functional analysis, data analysis, scientific computing, optimization, and merely all quantitative fields of sci-ence and engineering.

• XuetangX
• On-Demand
• Free Online Course

Matrix Analysis

introduce the key mathematical ideas in matrix theory, which are used in modern methods of matrix Lie groups, functional analysis, data analysis, scientific computing, optimization, and merely all quantitative fields of sci-ence and engineering.

• XuetangX
• On-Demand
• Free Online Course

Building Regression Models with Linear Algebra

Learn to build and apply regression models using linear algebra, including least squares method and Python implementation. Gain practical skills for real-world data analysis and prediction.

• Coursera
• 6 hours 19 minutes
• On-Demand
• Paid Course