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Math 0-1: Linear Algebra for Data Science & Machine Learning

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lovewarez

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5118092-26c8-2.jpg


Published 8/2023
Created by Lazy Programmer Team,Lazy Programmer Inc.
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 83 Lectures ( 17h 5m ) | 9.6 GB​

A Casual Guide for Artificial Intelligence, Deep Learning, and Python Programmers

What you'll learn
Solve systems of linear equations
Understand vectors, matrices, and higher-dimensional tensors
Understand dot products, inner products, outer products, matrix multiplication
Apply linear algebra in Python
Understand matrix inverse, transpose, determinant, trace
Understand matrix rank and low-rank approximations (e.g. SVD)
Understand eigenvalues and eigenvectors

Requirements
Firm understanding of high school math


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KatzSec DevOps

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lovewarez salamat sa pag contribute. Next time always upload your files sa https://dl.katz.to para siguradong di ma dedeadlink. Let's keep on sharing to keep our community running for good. This community is built for you and everyone to share freely. Let's invite more contributors para mabalik natin sigla ng Mobilarian at tuloy ang puyatan. :)
 
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lovewarez said:
5118092-26c8-2.jpg


Published 8/2023
Created by Lazy Programmer Team,Lazy Programmer Inc.
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 83 Lectures ( 17h 5m ) | 9.6 GB​

A Casual Guide for Artificial Intelligence, Deep Learning, and Python Programmers

What you'll learn
Solve systems of linear equations
Understand vectors, matrices, and higher-dimensional tensors
Understand dot products, inner products, outer products, matrix multiplication
Apply linear algebra in Python
Understand matrix inverse, transpose, determinant, trace
Understand matrix rank and low-rank approximations (e.g. SVD)
Understand eigenvalues and eigenvectors

Requirements
Firm understanding of high school math


*** Hidden text: cannot be quoted. ***
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I come 2 years later, hope links are working, thx a lot !
 
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