Linear Independence Courses and Certifications

NPTEL-NOC IITM

Linear Independence - Lecture 2.1

Explore the concept of linear independence in vector spaces, understanding its significance and applications in linear algebra.

• YouTube
• 39 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

Basics of Linear Algebra - Linear Independence

Explore linear independence, vector spaces, and basis concepts in linear algebra. Gain foundational knowledge for advanced mathematical applications.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Gautam Varde

Wronskian Differential Equations - Linear Dependence and Independence of ODEs

Explore Wronskian differential equations, linear dependence/independence of ODE solutions, and Wronskian matrices through numerical problems and practical applications.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Tom Rocks Maths

Oxford Linear Algebra - Basis, Spanning and Linear Independence

Explore key concepts in linear algebra: basis, spanning, and linear independence. Learn through intuitive examples and formal definitions, with worked problems in vector spaces and Cartesian planes.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Institute for Advanced Study

Matroids and Amplitudes: From Linear Independence to Scattering Theory

Delve into the mathematical theory of matroids, exploring their relationship with scattering amplitudes, intersection theory, and positive geometry through advanced theoretical physics concepts.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

UofU Data Science

Linear Algebra Review - Norms and Linear Independence - Lecture 9

Master vector and matrix norms (2-norm, p-norm, Frobenius, spectral) plus linear independence concepts including span in this linear algebra review for data analysis foundations.

• YouTube
• 1 hour
• On-Demand
• Free Video

Linear Algebra: Linear Systems and Matrix Equations

169 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
• Paid Course

Differential Equations with the Math Sorcerer

675 ratings at Udemy

Complete Differential Equations Course with TONS of worked problems and assignments:)

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

Linear Algebra I: Linear Equations

28 ratings at edX

This course takes you through the first three weeks of MATH 1554, Linear Algebra, as taught in the School of Mathematics at The Georgia Institute of Technology.

• edX
• 3 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Introductory Linear Algebra

Explore fundamental linear algebra concepts, from systems of equations to matrix algebra, with applications in economics and computer graphics. Develop problem-solving skills for real-world scenarios.

• edX
• 6 weeks, 5-6 hours a week
• On-Demand
• $498.00
• 2 courses

Linear Algebra and Geometry 2

300 ratings at Udemy

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

• Udemy
• 1 day 23 hours 9 minutes
• On-Demand
• Paid Course

Linear Algebra for Machine Learning

Master the mathematical foundations of linear algebra essential for machine learning, from vector spaces and matrices to determinants and orthogonality, with practical applications for AI development.

• freeCodeCamp
• 10 hours 49 minutes
• On-Demand
• Free Video

Linear Algebra - Full College Course

Learn Linear Algebra in this 20-hour college course. This course is taught by Dr. Jim Hefferon, a professor of mathematics at St Michael's College.

• freeCodeCamp
• 12 hours
• On-Demand
• Free Video

Wrath of Math

Linear Algebra Exercises - Practice Problems and Solutions

Enhance your knowledge of linear algebra through comprehensive exercises covering matrices, transformations, eigenvalues, and vector spaces with detailed solutions.

• YouTube
• 7 hours 56 minutes
• On-Demand
• Free Video

Wondrium

Linear Systems of Differential Equations

Explore linear systems of differential equations, from matrix notation to phase planes. Learn about equilibrium points, straight line solutions, and the linearity principle to solve complex mathematical problems.

• YouTube
• 31 minutes
• On-Demand
• Free Video