Search results for linear algebra

Matrix Algebra for Engineers

727 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
• 19 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Linear Algebra - Foundations to Frontiers

14 reviews

Explore linear algebra with a unique, visual approach by The University of Texas at Austin. Learn matrix operations, linear transformations, and more in a 15-week course.

• edX
• 15 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Linear Models and Matrix Algebra

12 reviews

Harvard's 4-week online course explores linear models and matrix algebra using R programming. Ideal for statisticians and biologists, it forms part of two professional certificates.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Mathematics for Machine Learning: Linear Algebra

9 reviews

Imperial College London offers a 5-week course on Linear Algebra, focusing on its application in machine learning. Learn to work with vectors, matrices, and implement concepts in Python.

• Coursera
• 18 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

Essential Linear Algebra for Data Science

134 ratings at Coursera

Learn fundamental Linear Algebra for Data Science in a 5-week course by the University of Colorado Boulder. Gain understanding of matrices, linear systems, and eigens without complex proofs.

• Coursera
• 7 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Linear Algebra for Machine Learning and Data Science

1303 ratings at Coursera

DeepLearning.AI's 4-week course offers a comprehensive understanding of linear algebra for machine learning and data science. Master vector and matrix operations, linear transformations, and eigenvalues.

• Coursera
• 1 day 10 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Advanced Linear Models for Data Science 1: Least Squares

184 ratings at Coursera

Learn advanced linear models for data science with a focus on least squares in this 6-week course by Johns Hopkins University. Requires knowledge of R programming.

• Coursera
• 8 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Linear Algebra and Geometry 1

545 ratings at Udemy

Master linear algebra and geometry with this 46-hour course, covering systems of equations, matrices, vectors, and more. Learn to solve complex problems and understand the underlying principles.

• Udemy
• 46 hours
• On-Demand
• Paid Course

Become a Linear Algebra Master

5220 ratings at Udemy

Learn everything from Linear Algebra, then test your knowledge with 400+ practice questions

• Udemy
• 15 hours 53 minutes
• On-Demand
• Paid Course

Complete linear algebra: theory and implementation in code

4505 ratings at Udemy

Learn concepts in linear algebra and matrix analysis, and implement them in MATLAB and Python.

• Udemy
• 1 day 9 hours 46 minutes
• On-Demand
• Paid Course

Linear Algebra for Data Science & Machine Learning A-Z 2023

700 ratings at Udemy

Linear Algebra for Data Science, Big Data, Machine Learning, Engineering & Computer Science. Master Linear Algebra

• Udemy
• 18 hours
• On-Demand
• Paid Course

Python for linear algebra (for absolute beginners)

547 ratings at Udemy

Dip your feet into the amazing world of using Python code to understand vectors and matrices.

• Udemy
• 1 hour 50 minutes
• On-Demand
• Free Online Course

Master Linear Algebra 2020: The Complete Study Of Spaces

383 ratings at Udemy

Learn How to Define Space And How it is Characterized And Measured. We Make Linear Algebra Math Fun And Easy.

• Udemy
• 12 hours
• On-Demand
• Paid Course

NPTEL;  IISc Bangalore

Linear Algebra

The main purpose of this course is the study of linear operators on finite dimensional vector spaces. The idea is to emphasize the simple geometric notions common to many parts of mathematics and its applications.

• YouTube
• 1 day 9 hours
• On-Demand
• Free Online Course

Linear Algebra Mathematics for Machine Learning Data Science

312 ratings at Udemy

Go Zero to Pro - Complete linear algebra - Mathematics for data science, machine learning & Deep Learning

• Udemy
• 21 hours
• On-Demand
• Paid Course