Posted by **Sigha** at April 5, 2023

Last updated 2/2023

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz

Language: English | Size: 2.63 GB | Duration: 15h 6m

Learn everything from Linear Algebra, then test your knowledge with 400+ practice questions

Posted by **Sigha** at April 6, 2023

Last updated 1/2023

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz

Language: English | Size: 9.34 GB | Duration: 21h 19m

Go Zero to Pro - Complete linear algebra - Mathematics for data science, machine learning & Deep Learning

Posted by **AvaxGenius** at Nov. 23, 2022

English | PDF(True) | 2016 | 472 Pages | ISBN : 3319403397 | 8.5 MB

This book presents the main concepts of linear algebra from the viewpoint of applied scientists such as computer scientists and engineers, without compromising on mathematical rigor. Based on the idea that computational scientists and engineers need, in both research and professional life, an understanding of theoretical concepts of mathematics in order to be able to propose research advances and innovative solutions, every concept is thoroughly introduced and is accompanied by its informal interpretation. Furthermore, most of the theorems included are first rigorously proved and then shown in practice by a numerical example. When appropriate, topics are presented also by means of pseudocodes, thus highlighting the computer implementation of algebraic theory.

Posted by **lucky_aut** at May 14, 2022

Duration: 5h 15m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 2.16 GB

Genre: eLearning | Language: English

How to solve step by step from easy to hard problems? How to code and solve in python? How to solve geometry problems

Posted by **AvaxGenius** at March 21, 2023

English | PDF | 2017 | 414 Pages | ISBN : 0387794271 | 4.3 MB

This unique text provides a geometric approach to group theory and linear algebra, bringing to light the interesting ways in which these subjects interact. Requiring few prerequisites beyond understanding the notion of a proof, the text aims to give students a strong foundation in both geometry and algebra. Starting with preliminaries (relations, elementary combinatorics, and induction), the book then proceeds to the core topics: the elements of the theory of groups and fields (Lagrange's Theorem, cosets, the complex numbers and the prime fields), matrix theory and matrix groups, determinants, vector spaces, linear mappings, eigentheory and diagonalization, Jordan decomposition and normal form, normal matrices, and quadratic forms. The final two chapters consist of a more intensive look at group theory, emphasizing orbit stabilizer methods, and an introduction to linear algebraic groups, which enriches the notion of a matrix group.

Posted by **lucky_aut** at March 4, 2022

Duration: 10h 47m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 4.4 GB

Genre: eLearning | Language: English

An introduction to linear algebra

Posted by **lucky_aut** at Oct. 25, 2022

Duration: 1h 1m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 290 MB

Genre: eLearning | Language: English

Linear Algebra refresher for machine learning. Basics + Python implementation

Posted by **IrGens** at April 11, 2021

ISBN: 0137398085 .MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 6h 32m | 14.43 GB

Instructor: Jon Krohn

Posted by **lucky_aut** at Oct. 30, 2020

Duration: 1h 25m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 216 MB

Genre: eLearning | Language: English

Learn Basics of Linear Algebra (Mathematics) for Artificial Intelligence, Machine Learning and Data Science

Posted by **lucky_aut** at Nov. 5, 2021

Duration: 19h 38m | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 5.98 GB

Genre: eLearning | Language: English

Master Linear Algebra, with clear and concise explanations, Exercises and Practical Examples in various domains.