Linear Algebra For Dummies, With Applications In Ai

Linear Algebra For Dummies, With Applications In Ai
Published 5/2026
Created by Georgios Maragkopoulos
MP4 | Video: h264, 1920×1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All Levels | Genre: eLearning | Language: English | Duration: 24 Lectures ( 5h 19m ) | Size: 12.8 GB

Learn Linear Algebra forever. With machine learning and AI applications! This is your time to learn the math foundations
What you’ll learn
⚡ Learn the core of linear algebra
⚡ Applications in AI
⚡ Linear operations and matrices
⚡ Eigenvalues and eigenvectors
Requirements
❗ No requirements
Description
Have you always had a hard time understanding linear algebra?
Trust me, its not your fault. You need a good TEACHER, who is willing to explain everything slowly and on a fundamental level. Explaining things on a fundamental level is a difficult task, as it needs deep understanding of the math.
Don’t worry, I am a PhD guy. I think that’s enough!
But a title such as a PhD is, by no means the answer. This is why I want you to see the free material, so that you can judge for yourself. I also encourage you to ask questions, as well as highlight any suggestions that you may have.
Btw, we are going to show applications in machine learning and artificial intelligence, so you will also learn useful applications. Neural networks, least squares estimation and PCA, are going to be explained through the math! So now you will learn how to use all these models and actually understand them.
But here is the catch. This course is not only for the applications, the theory goes hand in hand, and this time you are going to UNDERSTAND everything, instead of memorizing.
Are you ready to join me in this journey?
Who this course is for
⭐ Everyone who wants to learn linear algebra
Homepage

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