Search results for linear algebra

Matrix Algebra for Engineers

799 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 30 minutes
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Linear Algebra - Foundations to Frontiers

15 reviews

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

• edX
• 15 weeks, 6-10 hours a week
• On-Demand
• 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
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Mathematics for Machine Learning: Linear Algebra

9 reviews

Explore linear algebra fundamentals and their applications in machine learning, covering vectors, matrices, eigenvalues, and practical implementations in Python for data-driven tasks.

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

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 Video

Linear Algebra: Linear Systems and Matrix Equations

130 ratings at Coursera

Explore linear systems, matrices, and vector equations, gaining foundational skills in linear algebra. Learn to solve and classify linear systems, understand linear transformations, and apply concepts to real-world problems.

• Coursera
• 10 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Essential Linear Algebra for Data Science

168 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 48 minutes
• On-Demand
• Free Online Course (Audit)

Advanced Linear Models for Data Science 1: Least Squares

187 ratings at Coursera

Explore advanced linear algebra and statistics for data science, focusing on least squares regression, matrix algebra, and linear models to enhance your analytical skills and understanding.

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

Linear Algebra for Machine Learning and Data Science

1960 ratings at Coursera

Master linear algebra fundamentals for machine learning, including vectors, matrices, transformations, and eigenvectors. Apply concepts using Python in hands-on exercises to enhance your data science skills.

• Coursera
• 1 day 10 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Linear Algebra Programming with NumPy

4 ratings at CodeSignal

Master linear algebra fundamentals with NumPy through hands-on programming exercises, covering vectors, matrices, eigenvalues, and practical applications in data science and machine learning.

• CodeSignal
• On-Demand
• Free Certificate
• 3 courses

Linear Algebra for Data Science in R

This course is an introduction to linear algebra, one of the most important mathematical topics underpinning data science.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Linear Algebra and Geometry 1

975 ratings at Udemy

Systems of equations, matrices, determinants, vectors, and geometry of straight lines and planes in the 3-space

• Udemy
• 1 day 22 hours 50 minutes
• On-Demand
• Paid Course

Linear Algebra and Geometry 3

102 ratings at Udemy

Inner product spaces, quadratic forms, symmetric matrices: more advanced problem solving; singular value decomposition

• Udemy
• 2 days 2 hours 58 minutes
• On-Demand
• Paid Course

Linear Algebra and Geometry 2

247 ratings at Udemy

Much more about matrices; abstract vector spaces and their bases; linear transformations animated with MANIM

• Udemy
• 1 day 23 hours 8 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