# Harvard University - Fundamental Linear Algebra Concepts with Python

- Offered byCoursera

## 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

- 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

## Fundamental Linear Algebra Concepts with Python at Coursera Admission Process

## Important Dates

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