{"product_id":"linear-algebra-theory-intuition-code-9789083136608","title":"Linear Algebra: Theory, Intuition, Code","description":"\u003cp\u003eAre you ready to dive into the vibrant world of linear algebra and learn how it powers real-world applications? Welcome to this comprehensive textbook, where traditional theory meets modern computational practices.\u003c\/p\u003e\u003cp\u003eLinear algebra is the magic behind many computational sciences -- machine learning, AI, data science, statistics, simulations, computer graphics, multivariate analyses, matrix decompositions, signal processing, and more. But here's a secret: the way it's taught in traditional textbooks isn't how professionals use it in the field.\u003c\/p\u003e\u003cp\u003eFor instance, have you ever wondered about the practical importance of a matrix's \"determinant\"? You might be in for a surprise! This book bridges the gap between theoretical understanding and practical application, showing you not only the \"what\" but also the \"how\" of implementing linear algebra in real-world scenarios.\u003c\/p\u003e\u003cp\u003eWhat makes this book a must-have resource?\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eCrystal-clear explanations of linear algebra concepts and theories.\u003c\/li\u003e\n\u003cli\u003eMultiple angles to explain ideas, a proven technique to help cement your understanding.\u003c\/li\u003e\n\u003cli\u003eVivid graphical visualizations to enhance your geometric intuition of linear algebra.\u003c\/li\u003e\n\u003cli\u003eReal-world implementations in MATLAB and Python. After all, in today's world, you seldom solve math problems by hand. Software is the way forward!\u003c\/li\u003e\n\u003cli\u003eA range of topics from beginner to intermediate levels, including vectors, matrix multiplications, least-squares projections, eigendecomposition, and singular-value decomposition.\u003c\/li\u003e\n\u003cli\u003eEmphasis on the application-oriented aspects of linear algebra and matrix analysis.\u003c\/li\u003e\n\u003cli\u003eIntuitive visual explanations of diagonalization, eigenvalues and eigenvectors, and singular value decomposition.\u003c\/li\u003e\n\u003cli\u003eReady-to-use codes in MATLAB and Python to bring linear algebra concepts to life on your computer. All codes can be downloaded from https: \/\/github.com\/mikexcohen\/LinAlgBook.\u003c\/li\u003e\n\u003cli\u003eA unique blend of hand-solved exercises and advanced code challenges. Remember, math is not a spectator sport!\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether you're just starting your journey in linear algebra or seeking to apply these concepts to data analyses on computers (such as data science, machine-learning, or signal processing), this book is your go-to guide. With this book at your side, you won't just learn linear algebra; you'll experience it!\u003c\/p\u003e\u003cbr\u003e","brand":"Sincxpress Bv","offers":[{"title":"Default Title","offer_id":50718726193426,"sku":"9789083136608","price":30.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_f0350689-9441-425a-95aa-3cb8d7f25336.jpg?v=1734648024","url":"https:\/\/surprise-castle.myshopify.com\/products\/linear-algebra-theory-intuition-code-9789083136608","provider":"Surprise Castle","version":"1.0","type":"link"}