A Formula Handbook of Linear Algebra
N.B. Singh
This audiobook is narrated by a digital voice.
"A Formula Handbook of Linear Algebra" is a comprehensive yet accessible guide designed for absolute beginners with no prior mathematical background. This book serves as a gentle introduction to the fundamental concepts of linear algebra, providing clear explanations and practical examples to aid in understanding. From basic operations and concepts to more advanced topics such as matrix factorizations and eigenvalue problems, each concept is presented in a concise and easy-to-follow manner. With a focus on clarity and simplicity, this handbook aims to empower readers to grasp the essentials of linear algebra and lay a solid foundation for further exploration in the field. Whether you're a student, professional, or enthusiast, this book is an invaluable resource for building a strong understanding of linear algebra concepts and applications.
Duration - 1h 28m.
Author - N.B. Singh.
Narrator - Digital Voice Mary G.
Published Date - Monday, 20 January 2025.
Copyright - © 2024 N.B. Singh ©.
Location:
United States
Description:
This audiobook is narrated by a digital voice. "A Formula Handbook of Linear Algebra" is a comprehensive yet accessible guide designed for absolute beginners with no prior mathematical background. This book serves as a gentle introduction to the fundamental concepts of linear algebra, providing clear explanations and practical examples to aid in understanding. From basic operations and concepts to more advanced topics such as matrix factorizations and eigenvalue problems, each concept is presented in a concise and easy-to-follow manner. With a focus on clarity and simplicity, this handbook aims to empower readers to grasp the essentials of linear algebra and lay a solid foundation for further exploration in the field. Whether you're a student, professional, or enthusiast, this book is an invaluable resource for building a strong understanding of linear algebra concepts and applications. Duration - 1h 28m. Author - N.B. Singh. Narrator - Digital Voice Mary G. Published Date - Monday, 20 January 2025. Copyright - © 2024 N.B. Singh ©.
Language:
English
Preface
Duración:00:02:23
Introduction
Duración:00:00:03
Overview of Linear Algebra
Duración:00:02:58
Historical Development
Duración:00:03:08
Importance in Various Fields
Duración:00:02:17
Basic Concepts
Duración:00:00:03
Vectors and Scalars
Duración:00:02:58
Matrices and Determinants
Duración:00:02:57
Systems of Linear Equations
Duración:00:00:04
Linear Systems and Solutions
Duración:00:03:03
Matrix Representation
Duración:00:02:36
Gaussian Elimination
Duración:00:03:25
Matrix Inversion
Duración:00:02:49
Applications
Duración:00:03:28
Vector Spaces
Duración:00:00:03
Definition and Properties
Duración:00:02:09
Subspaces
Duración:00:02:19
Linear Independence
Duración:00:01:53
Basis and Dimension
Duración:00:02:09
Coordinate Systems
Duración:00:01:41
Linear Transformations
Duración:00:00:03
Introduction to Linear Transformations
Duración:00:01:52
Matrix Representations
Duración:00:01:43
Eigenvalues and Eigenvectors
Duración:00:02:12
Diagonalization
Duración:00:02:37
Applications in Geometry
Duración:00:02:59
Matrix Operations
Duración:00:00:03
Addition and Subtraction
Duración:00:02:24
Scalar Multiplication
Duración:00:01:58
Matrix Multiplication
Duración:00:02:06
Transpose and Inverse
Duración:00:01:31
Rank and Nullity
Duración:00:01:27
Eigenvalue Problems
Duración:00:00:03
Characteristics of Eigenvalues
Duración:00:01:43
Spectral Theorem
Duración:00:01:16
Applications in Physics
Duración:00:00:57
Advanced Topics
Duración:00:00:03
Singular Value Decomposition
Duración:00:01:28
Positive Definite Matrices
Duración:00:01:51
Matrix Norms
Duración:00:02:05
Applications in Machine Learning
Duración:00:02:11
Numerical Linear Algebra
Duración:00:02:58
Review of Mathematical Concepts
Duración:00:00:04
Fundamental Concepts in Algebra
Duración:00:01:43
Review of Calculus
Duración:00:01:55
Review of Probability
Duración:00:02:39
Review of Statistics
Duración:00:02:24