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An Intro to Linear Algebra with Python!
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Tutorial introducing Linear Algebra with Python. Learn the broad definition of Linear Algebra, how to execute basic matrix operations including matrix addition, scalar multiplication, dot product and code out real world applications of Linear Algebra.
CONNECT:
|-Video Chapters-|
0:00 - Intro
0:18 - Packages within notebook
0:44 - Definition of Linear Algebra
1:29 - Creating a matrix with NumPy
4:15 - Matrix Addition
13:35 - Scalar Multiplication
16:36 - Dot Product
19:40 - Scalar Multiplication to encrypt images
31:40 - One Hot Encoding
35:30 - Linear Regression with two arrays
47:51 - Dot Product to find the position of video game object
54:54 - References and additional learning
CONNECT:
|-Video Chapters-|
0:00 - Intro
0:18 - Packages within notebook
0:44 - Definition of Linear Algebra
1:29 - Creating a matrix with NumPy
4:15 - Matrix Addition
13:35 - Scalar Multiplication
16:36 - Dot Product
19:40 - Scalar Multiplication to encrypt images
31:40 - One Hot Encoding
35:30 - Linear Regression with two arrays
47:51 - Dot Product to find the position of video game object
54:54 - References and additional learning
0:05:09
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Introduction to Linear Algebra: Systems of Linear Equations
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Intro: A New Way to Start Linear Algebra
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What is Linear Algebra?
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Vectors | Chapter 1, Essence of linear algebra
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Gilbert Strang: Linear Algebra vs Calculus
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Linear Algebra - Lecture 1 - Introduction
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Linear transformations and matrices | Chapter 3, Essence of linear algebra
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Dear linear algebra students, This is what matrices (and matrix manipulation) really look like
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Linear Algebra: Introduction to Vectors
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Linear Algebra 1 | Introduction
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Linear Algebra 1.1.1 Systems of Linear Equations
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Ch 1: Why linear algebra? | Maths of Quantum Mechanics
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Introduction to Linear Algebra | Wild Linear Algebra A 1 | NJ Wildberger
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Linear Equations - Algebra
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Linear Algebra - Introduction to linear systems
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The History of Linear Algebra
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