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Demystify Quantum Computing: Unveiling the Mathematical Foundations
Key Features: - Build a solid mathematical foundation to develop powerful quantum solutions - Understand linear algebra, calculus, matrices, complex numbers, vector spaces, and other concepts essential for quantum computing - Learn the math needed to comprehend the functionality of quantum algorithms
Book Description: Quantum computing offers the promise of solving the world's most complex problems at a faster pace, finding applications in diverse fields such as cybersecurity, finance, and beyond. However, its underlying concepts, like superposition, are often misunderstood due to the lack of mathematical knowledge. This book aims to address this gap by introducing the requisite math concepts in an intuitive manner and connecting them to the principles of quantum computing.
Starting with the basic 2D vectors, you'll delve into matrix multiplication using an instinctive approach. Linearity, being the central theme throughout the book, will be explored in relation to quantum mechanics, a linear theory. As you progress, you'll develop an intrinsic understanding of vectors, transforming them with matrices and operators. The role of complex numbers and the associated probability aspects will also be unveiled.
This book is designed to be accessible, without the traditional mathematical formalism of definitions, axioms, and theorems. It meets you where you're at and guides you towards the knowledge required for quantum computing. Even if you have some prior exposure to these concepts, the book's componentized structure allows you to focus on the specific areas you need to learn.
With a wealth of exercises and their solutions, you'll have ample opportunities to practice and reinforce your understanding.
What You Will Learn: - Operate on vectors (qubits) with matrices (gates) - Define linear combinations and linear independence - Understand vector spaces and their basis sets - Rotate, reflect, and project vectors with matrices - Recognize the connection between complex numbers and the Bloch sphere - Determine the invertibility of a matrix and find its eigenvalues - Probabilistically determine the measurement of a qubit - Utilize bra-ket notation to tie it all together
Who This Book Is For: If you aspire to learn quantum computing but are unsure about the underlying mathematics, this book is for you. Even if you have a high school-level math background, you'll be able to grasp the topics covered. For those with limited mathematical experience, the book provides a refresher on concepts such as trigonometry, matrices, and vectors. By the end of this book, you'll have the confidence to fully comprehend quantum computation without getting lost in the process.
product information:
Attribute | Value | ||||
---|---|---|---|---|---|
publisher | Packt Publishing (April 22, 2022) | ||||
language | English | ||||
paperback | 252 pages | ||||
isbn_10 | 1801073147 | ||||
isbn_13 | 978-1801073141 | ||||
item_weight | 15.8 ounces | ||||
dimensions | 9.25 x 7.52 x 0.53 inches | ||||
best_sellers_rank | #222,639 in Books (See Top 100 in Books) #11 in Mathematical Matrices #211 in Quantum Theory (Books) #290 in Databases & Big Data | ||||
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