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 Free Download Mastering Linear Algebra For Machine Learning & Ai Published 4/2024 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 2.59 GB | Duration: 7h 43m Building Blocks for Machine Intelligence: A Comprehensive Guide to Linear Algebra  Free Download Finite Element Methods in Linear Ideal Magnetohydrodynamics by Ralf Gruber , Jacques Rappaz English | PDF | 1985 | 190 Pages | ISBN : 3642867103 | 13.4 MB For more than ten years we have been working with the ideal linear MHD equations used to study the stability of thermonuc1ear plasmas. Even though the equations are simple and the problem is mathematically well formulated, the numerical problems were much harder to solve than anticipated. Already in the one-dimensional cylindrical case, what we called "spectral pollution" appeared. We were able to eliminate it by our "ecological solution".  Free Download Before Machine Learning, Volume 1: Linear Algebra for A.I: The fundamental mathematics for Data Science and Artificial Inteligence by Jorge Brasil English | 2023 | ASIN: B0C5P5888Z | 151 Pages | PDF | 2.04 MB  Free Download Linear Algebra for Earth Scientists English | 2024 | ISBN: 1032555947 | 321 Pages | PDF (True) | 25 MB Linear Algebra for Earth Scientists is written for undergraduate and graduate students in Earth and Environmental sciences. It is intended to give students enough background in linear algebra to work with systems of equations and data in geology, hydrology, geophysics, or whatever part of the Earth Sciences they engage with.  Free Download A Course in Linear Algebra English | 2024 | ISBN: 9819986796 | 564 Pages | PDF EPUB (True) | 47 MB Designed for senior undergraduate and graduate courses in mathematics and engineering, this self-contained textbook discusses key topics in linear algebra with real-life applications. Split into two parts―theory in part I and solved problems in part II―the book makes both theoretical and applied linear algebra easily accessible. Topics such as sets and functions, vector spaces, linear transformations, eigenvalues and eigenvectors, normed spaces, and inner product spaces are discussed in part I; while in part II, over 500 meticulously solved problems show how to use linear algebra in real-life situations. A must-have book for linear algebra courses; it also serves as valuable supplementary material.  Free Download Master Linear Programming Methods Using Simplex Method Published 2/2024 MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz Language: English | Size: 3.40 GB | Duration: 9h 57m Learn Linear programming model and problems using Simplex method  Free Download Determinants The Foundation of Linear Algebra Last updated 6/2023 Created by Shilank Singh MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English + srt | Duration: 22 Lectures ( 2h 35m ) | Size: 386 MB  Free Download Statistical Inference in Linear Models by Sandra Ferreira English | PDF | 2024 | 224 Pages | ISBN : N/ | 11.8 MB Linear models are statistical models that play a crucial role in several fields of science and are of practical importance in statistics. Their most typical type is the linear regression model. Many phenomena, such as those in biology, medicine, economics, management, geology, meteorology, agriculture, and industry, can be approximately described with linear models. Moreover, the further research and development of linear models is still a hot research topic.  Free Download Methods of Mathematical Economics: Linear and Nonlinear Programming, Fixed-Point Theorems by Joel Franklin English | PDF | 1980 | 307 Pages | ISBN : 3540904816 | 21.1 MB In 1924 the firm of Julius Springer published the first volume of Methods of Mathematical Physics by Richard Courant and David Hilbert. In the preface, Courant says this: Since the seventeenth century, physical intuition has served as a vital source for mathematical problems and methods. Recent trends and fashions have, however, weakened the connection between mathematics and physics; mathematicians, turning away from the roots of mathematics in intuition, have concentrated on refinement and emphasized the postulational side of mathematics, and at times have overlooked the unity of their science with physics and other fields. In many cases, physicists have ceased to appreciate the attitudes of mathematicians. This rift is unquestionably a serious threat to science as a whole; the broad stream of scientific development may split into smaller and smaller rivulets and dry out. It seems therefore important to direct our efforts toward reuniting divergent trends by clarifying the common features and interconnections of many distinct and diverse scientific facts. Only thus can the student attain some mastery of the material and the basis be prepared for further organic development of research. The present work is designed to serve this purpose for the field of mathe matical physics . . . . Completeness is not attempted, but it is hoped that access to a rich and important field will be facilitated by the book. When I was a student, the book of Courant and Hilbert was my bible.  Free Download Linear Programming Computation by Ping-Qi PAN English | January 2, 2023 | ISBN: 9811901465 | 765 pages | MOBI | 73 Mb This monograph represents a historic breakthrough in the field of linear programming (LP)since George Dantzig first discovered the simplex method in 1947. |
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