000			02446nam a22004097a 4500
001			21503706
003			IIITD
005			20230701020002.0
008			230520b xxu||||| |||| 00| 0 eng d
010			_a 2020001727
020			_a9781944660345
040			_aLBSOR/DLC _beng _cDLC _erda _dDLC _dIIITD
042			_apcc
050	0	0	_aQA184.2 _b.G35 2020
082	0	0	_a512.502 _223 _bGAL-L
100	1		_aGallier, Jean
245	1	0	_aLinear algebra and optimization with applications to machine learning : _cby Jean Gallier and Jocelyn Quaintance _blinear algebra for computer vision, robotics, and machine learning, vol I
260			_aSingapore : _bWorld Scientific, _c©2023
300			_axv, 806 p. : _bill. ; _c23 cm
490			_aLinear algebra and optimization with applications to machine learning ; _v1
504			_aIncludes bibliographical references and index.
505	1		_aVolume I. Linear algebra for computer vision, robotics, and machine learning -- Volume II. Fundamentals of optimization theory with applications to machine learning
520			_a"This book provides the mathematical fundamentals of linear algebra to practicers in computer vision, machine learning, robotics, applied mathematics, and electrical engineering. By only assuming a knowledge of calculus, the authors develop, in a rigorous yet down to earth manner, the mathematical theory behind concepts such as: vectors spaces, bases, linear maps, duality, Hermitian spaces, the spectral theorems, SVD, and the primary decomposition theorem. At all times, pertinent real-world applications are provided. This book includes the mathematical explanations for the tools used which we believe that is adequate for computer scientists, engineers and mathematicians who really want to do serious research and make significant contributions in their respective fields"--
650		0	_aAlgebras, Linear.
650		0	_aMachine learning _xMathematics.
650		0	_aRobotics
650		0	_aAlgebras, Linear -- Data processing
650		0	_aComputer science -- Mathematics
650		0	_aComputer - aided design
650		0	_aMachine learning
650		0	_aAlgebras, Linear
650		0	_aComputer vision
700	1		_aQuaintance, Jocelyn
906			_a7 _bcbc _corignew _d1 _eecip _f20 _gy-gencatlg
942			_2ddc _cBK _01
999			_c171284 _d171284