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Linear Algebra for Data Science

$17.00

Format: PDF

Edition: 1

Publitshion date: 2024

ISBN: 9781009418140

Description

Linear Algebra for Data Science unlocks mathematical foundations for modern tech. Jeffrey A. Fessler’s 1st Edition is a digital gem. This book powers up data science and machine learning skills. Linear Algebra for Data Science starts with vectors and matrices. Fessler explains concepts with clarity and precision. Dive into eigenvalues and singular value decomposition easily. It’s perfect for beginners and seasoned learners alike.
Applications in signal processing come alive here. Science bridges theory to practice effortlessly. Build intuition for data transformations and algorithms. Fessler ties linear algebra to real-world challenges. Master least squares for machine learning models. Explore orthogonality and its powerful applications. Ebook includes practical examples galore. Downloadable resources enhance your learning journey.
No advanced math degree is needed to start. Fessler’s step-by-step approach builds confidence quickly. Textbook tackles dimensionality reduction. Understand principal component analysis with ease. Signal processing techniques unfold through clear explanations. The book supports Python and MATLAB usage. Fessler’s expertise shines in every chapter written. Linear Algebra for Data Science boosts your technical toolkit.
Jeffrey A. Fessler crafts a must-have resource. Solve complex problems in data-driven fields. Empowers analysts and engineers. Grasp matrix factorizations for cutting-edge solutions. This digital book fuels career growth fast. Each lesson connects math to innovation seamlessly. Fessler transforms abstract ideas into actionable skills. Dive in and elevate your data science game.

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