# Harvard University - Fundamental Linear Algebra Concepts with Python

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## Fundamental Linear Algebra Concepts with Python at Coursera Overview

 Duration 11 hours Start from Start Now Total fee Free Mode of learning Online Official Website Explore Free Course Credential Certificate

## Fundamental Linear Algebra Concepts with Python at Coursera Highlights

• Earn a Certificate upon completion

## Fundamental Linear Algebra Concepts with Python at Coursera Course details

Skills you will learn
• In this course, you'll be introduced to finding inverses and matrix algebra using Python
• You will also practice using row reduction to solve linear equations as well as practice how to define linear transformations

## Fundamental Linear Algebra Concepts with Python at Coursera Curriculum

Introduction to finding inverses

Specialization Introduction

Course Introduction

Instrutor Introduction

Review of Linear Equations

Determinants

Find the Determinant of Any Matrix Using Python

Inverse of a 2 x 2 Matrix

Inverses of a 3 x 3 Matrix

Welcome to Fundamentals of Linear Algebra and Data Science Concepts with Python

Finding Determinants

Find the Inverse

Finding Inverses

Introduction to Matrix Algebra with Python

Review of Matrix Arithmetic

Review Matrix Algebra in Python

Using Python to Find the Transpose of a Matrix

Using Python to Find the Inverse of a Matrix

Using Matrix Algebra in Python

Matrix Algebra Functions Using Python

Matrix Algebra Using Python

Solving Systems of Linear Equations

Row Reduction (Infinitely Many Solutions)

Row Reduction (No Solutions)

Finding Inverses of a Higher Dimension Matrices

Solving Systems Using the Inverse

Cramer's Rule

Using Row Reduction to Solve Linear Equations

Using the Inverse and Cramer's Rule

Solving Systems of Linear Equations

Eigenvalues and Eigenvectors

Linear Transformations

Examples of Linear Transformations

Matrix Representations of Transformations

Eigenvalues

Finding Eigenvalues

Eigenspace

Diagonalizable Matrix

Diagonalizable Matrices II

Diagonalization of a Matrix Using Python

Real World Examples

More Real World Examples - PCA Step by Step

Linear Transformations

Diagonalization of a Matrix Using Python

Eigenvalues and Eigenvectors

## Important Dates

May 25, 2024
Course Commencement Date

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