Hands On Quantum Machine Learning With Python

Inside this book, you will learn the basics of quantum computing and machine learning in a practical and applied manner.

Author: Frank Zickert

Publisher: Independently Published

ISBN: 9798516564499

Category:

Page: 440

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You're interested in quantum computing and machine learning. But you don't know how to get started? Let me help! Whether you just get started with quantum computing and machine learning or you're already a senior machine learning engineer, Hands-On Quantum Machine Learning With Python is your comprehensive guide to get started with Quantum Machine Learning - the use of quantum computing for the computation of machine learning algorithms. Quantum computing promises to solve problems intractable with current computing technologies. But is it fundamentally different and asks us to change the way we think. Hands-On Quantum Machine Learning With Python strives to be the perfect balance between theory taught in a textbook and the actual hands-on knowledge you'll need to implement real-world solutions. Inside this book, you will learn the basics of quantum computing and machine learning in a practical and applied manner.
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Quantum Computing for the Quantum Curious

This open access book makes quantum computing more accessible than ever before.

Author: Ciaran Hughes

Publisher: Springer

ISBN: 3030616002

Category: Science

Page: 150

View: 368

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This open access book makes quantum computing more accessible than ever before. A fast-growing field at the intersection of physics and computer science, quantum computing promises to have revolutionary capabilities far surpassing “classical” computation. Getting a grip on the science behind the hype can be tough: at its heart lies quantum mechanics, whose enigmatic concepts can be imposing for the novice. This classroom-tested textbook uses simple language, minimal math, and plenty of examples to explain the three key principles behind quantum computers: superposition, quantum measurement, and entanglement. It then goes on to explain how this quantum world opens up a whole new paradigm of computing. The book bridges the gap between popular science articles and advanced textbooks by making key ideas accessible with just high school physics as a prerequisite. Each unit is broken down into sections labelled by difficulty level, allowing the course to be tailored to the student’s experience of math and abstract reasoning. Problem sets and simulation-based labs of various levels reinforce the concepts described in the text and give the reader hands-on experience running quantum programs. This book can thus be used at the high school level after the AP or IB exams, in an extracurricular club, or as an independent project resource to give students a taste of what quantum computing is really about. At the college level, it can be used as a supplementary text to enhance a variety of courses in science and computing, or as a self-study guide for students who want to get ahead. Additionally, readers in business, finance, or industry will find it a quick and useful primer on the science behind computing’s future.
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Programming Quantum Computers

With that in mind, this book is a hands-on programmer's guide to using quantum computing technology. In the chapters ahead, you'll become familiar with symbols and operations such as those in Figure P-1, and learn how to apply them to ...

Author: Eric R. Johnston

Publisher: "O'Reilly Media, Inc."

ISBN: 9781492039631

Category: Computers

Page: 336

View: 953

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Quantum computers are poised to kick-start a new computing revolution—and you can join in right away. If you’re in software engineering, computer graphics, data science, or just an intrigued computerphile, this book provides a hands-on programmer’s guide to understanding quantum computing. Rather than labor through math and theory, you’ll work directly with examples that demonstrate this technology’s unique capabilities. Quantum computing specialists Eric Johnston, Nic Harrigan, and Mercedes Gimeno-Segovia show you how to build the skills, tools, and intuition required to write quantum programs at the center of applications. You’ll understand what quantum computers can do and learn how to identify the types of problems they can solve. This book includes three multichapter sections: Programming for a QPU—Explore core concepts for programming quantum processing units, including how to describe and manipulate qubits and how to perform quantum teleportation. QPU Primitives—Learn algorithmic primitives and techniques, including amplitude amplification, the Quantum Fourier Transform, and phase estimation. QPU Applications—Investigate how QPU primitives are used to build existing applications, including quantum search techniques and Shor’s factoring algorithm.
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Hands On Quantum Information Processing with Python

A basic understanding of the Python programming language is required, and a good grasp of math and statistics will be useful to get the best out of this book.

Author: Makhamisa Senekane

Publisher:

ISBN: 180020115X

Category:

Page: 252

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Explore the potential of quantum information processing and understand the state of a quantum system with this practical guide Key Features: Get well-versed with quantum information processing using Python Understand the basics of quantum cryptography by implementing quantum key distribution protocols in Python Implement well-known games such as the CHSH and GHZ games using quantum strategies and techniques Book Description: Quantum computation is the study of a subclass of computers that exploits the laws of quantum mechanics to perform certain operations that are thought to be difficult to perform on a non-quantum computer. Hands-On Quantum Information Processing with Python begins by taking you through the essentials of quantum information processing to help you explore its potential. Next, you'll become well-versed with the fundamental property of quantum entanglement and find out how to illustrate this using the teleportation protocol. As you advance, you'll discover how quantum circuits and algorithms such as Simon's algorithm, Grover's algorithm, and Shor's algorithm work, and get to grips with quantum cryptography by implementing important quantum key distribution (QKD) protocols in Python. You will also learn how to implement non-local games such as the CHSH game and the GHZ game by using Python. Finally, you'll cover key quantum machine learning algorithms, and these implementations will give you full rein to really play with and fully understand more complicated ideas. By the end of this quantum computing book, you will have gained a deeper understanding and appreciation of quantum information. What You Will Learn: Discover how quantum circuits and quantum algorithms work Familiarize yourself with non-local games and learn how to implement them Get to grips with various quantum computing models Implement quantum cryptographic protocols such as BB84 and B92 in Python Explore entanglement and teleportation in quantum systems Find out how to measure and apply operations to qubits Delve into quantum computing with the continuous-variable quantum state Get acquainted with essential quantum machine learning algorithms Who this book is for: This book is for developers, programmers, or undergraduates in computer science who want to learn about the fundamentals of quantum information processing. A basic understanding of the Python programming language is required, and a good grasp of math and statistics will be useful to get the best out of this book.
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A Guide to Experiments in Quantum Optics

The preceding discussion suggests that solving the boson sampling problem on a classical computer may become intractable as the system grows. S. Aaronson and A. Arkhipov were able to prove that this is the case, even when the quantum ...

Author: Hans-A. Bachor

Publisher: John Wiley & Sons

ISBN: 9783527411931

Category: Science

Page: 592

View: 458

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Provides fully updated coverage of new experiments in quantum optics This fully revised and expanded edition of a well-established textbook on experiments on quantum optics covers new concepts, results, procedures, and developments in state-of-the-art experiments. It starts with the basic building blocks and ideas of quantum optics, then moves on to detailed procedures and new techniques for each experiment. Focusing on metrology, communications, and quantum logic, this new edition also places more emphasis on single photon technology and hybrid detection. In addition, it offers end-of-chapter summaries and full problem sets throughout. Beginning with an introduction to the subject, A Guide to Experiments in Quantum Optics, 3rd Edition presents readers with chapters on classical models of light, photons, quantum models of light, as well as basic optical components. It goes on to give readers full coverage of lasers and amplifiers, and examines numerous photodetection techniques being used today. Other chapters examine quantum noise, squeezing experiments, the application of squeezed light, and fundamental tests of quantum mechanics. The book finishes with a section on quantum information before summarizing of the contents and offering an outlook on the future of the field. -Provides all new updates to the field of quantum optics, covering the building blocks, models and concepts, latest results, detailed procedures, and modern experiments -Places emphasis on three major goals: metrology, communications, and quantum logic -Presents fundamental tests of quantum mechanics (Schrodinger Kitten, multimode entanglement, photon systems as quantum emulators), and introduces the density function -Includes new trends and technologies in quantum optics and photodetection, new results in sensing and metrology, and more coverage of quantum gates and logic, cluster states, waveguides for multimodes, discord and other quantum measures, and quantum control -Offers end of chapter summaries and problem sets as new features A Guide to Experiments in Quantum Optics, 3rd Edition is an ideal book for professionals, and graduate and upper level students in physics and engineering science.
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Fundamentals of Quantum Programming in IBM s Quantum Computers

With that in mind, this book actually is a hands-on programmer's guide to who are interested in writing quantum programs in quantum computers with open quantum assemble language. The purpose of the book is to teach a reader to how to ...

Author: Weng-Long Chang

Publisher: Springer Nature

ISBN: 9783030635831

Category: Computers

Page: 340

View: 298

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This textbook introduces major topics that include quantum bits, superposition, entanglement, logic gates, quantum search algorithm, quantum Fourier transform, inverse quantum Fourier transform, Shor’s order-finding algorithm and phase estimation. Everyone can write algorithms and programs in the cloud making using IBM’s quantum computers that support IBM Q Experience which contains the composer, open quantum assembly language, simulators and real quantum devices. Furthermore, this book teaches you how to use open quantum assembly language to write quantum programs for dealing with complex problems. Through numerous examples and exercises, readers will learn how to write a quantum program with open quantum assembly language for solving any problem from start to complete. This book includes six main chapters: ·Quantum Bits and Quantum Gates—learn what quantum bits are, how to declare and measure them, what quantum gates are and how they work on a simulator or a real device in the cloud. ·Boolean Algebra and its Applications—learn how to decompose CCNOT gate into six CNOT gates and nine gates of one bit and how to use NOT gates, CNOT gates and CCNOT gates to implement logic operations including NOT, OR, AND, NOR, NAND, Exclusive-OR (XOR) and Exclusive-NOR (XNOR). ·Quantum Search Algorithm and its Applications—learn core concepts of quantum search algorithm and how to write quantum programs to implement core concepts of quantum search algorithm for solving two famous NP-complete problems that are the satisfiability problem in n Boolean variables and m clauses and the clique problem in a graph with n vertices and q edges. ·Quantum Fourier Transform and its Applications—learn core concepts of quantum Fourier transform and inverse quantum Fourier transform and how to write quantum programs to implement them for solving two real applications that are to compute the period and the frequency of two given oracular functions. ·Order-Finding and Factoring—learn core concepts of Shor’s order-finding algorithm and how to write quantum programs to implement Shor’s order-finding algorithm for completing the prime factorization to 15. Phase Estimation and its Applications—learn core concepts of phase estimation and quantum counting and how to write quantum programs to implement them to compute the number of solution(s) in the independent set problem in a graph with two vertices and one edge.
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Quantum Computing for Developers

Rather than a hardware manual or academic theory guide, this book is focused on practical implementations of quantum computing algorithms.

Author: Johan Vos

Publisher: Manning Publications

ISBN: 1617296325

Category: Computers

Page: 300

View: 922

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Quantum computing is on the horizon, ready to impact everything from scientific research to encryption and security. But you don't need a physics degree to get started in quantum computing. Quantum Computing for Developers shows you how to leverage your existing Java skills into writing your first quantum software so you're ready for the revolution. Rather than a hardware manual or academic theory guide, this book is focused on practical implementations of quantum computing algorithms. Using Strange, a Java-based quantum computer simulator, you'll go hands-on with quantum computing's core components including qubits and quantum gates as you write your very first quantum code. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
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Physical Realizations of Quantum Computing

It serves on the one hand as an introduction to the general concept aimed at a broader quantum computing audience containing a guide to the more specifit literature. A particular focus is given to the rather unique idea of manipulating ...

Author: Mikio Nakahara

Publisher: World Scientific

ISBN: 9789812774705

Category: Computers

Page: 234

View: 728

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The contributors of this volume are working at the forefront of various realizations of quantum computers. They survey the recent developments in each realization, in the context of the DiVincenzo criteria, including nuclear magnetic resonance, Josephson junctions, quantum dots, and trapped ions. There are also some theoretical contributions which have relevance in the physical realizations of a quantum computer. This book fills the gap between elementary introductions to the subject and highly specialized research papers to allow beginning graduate students to understand the cutting-edge of research in the shortest possible time. Sample Chapter(s). Chapter 1: DiVincenzo Criteria and Beyond (537 KB). Contents: DiVincenzo Criteria and Beyond (M M Salomaa & M Nakahara); Single-Electron Charge and Spin Qubit in Semiconductor Quantum Dots (T Fujisawa); Superconducting Quantum Computing: Status and Prospects (F K Wilhelm & K Semba); Controlling Three Atomic Qubits (H Hnffer et al.); Liquid-State NMR Quantum Computer: Hamiltonian Formalism and Experiments (Y Kondo et al.); Optical Quantum Computation (K Nemoto & W J Munro). Readership: Graduates students and researchers in physics."
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Physical Realizations of Quantum Computing

It serves on the one hand as an introduction to the general concept aimed at a broader quantum computing audience containing a guide to the more specifit literature. A particular focus is given to the rather unique idea of manipulating ...

Author:

Publisher:

ISBN: 9789814479462

Category:

Page:

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A Visual Guide to Energy and Movement

Quantum Computer T he data-processing capacity of computers doubles approximately every two years, whereas their components ... A conventional computer, on the other hand, could take several billion years to make this same calculation.

Author: Alberto Hern嫕dez Pamplona

Publisher: The Rosen Publishing Group, Inc

ISBN: 9781508175780

Category: Juvenile Nonfiction

Page: 104

View: 997

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All students are familiar with the concept of energy, but never before will it have come alive for them the way it will with this illustration-packed title. Informative diagrams and colorful illustrations bring the concepts of energy and motion to life, engaging even science-adverse readers with these core curricular concepts. Furthermore, this title presents some of the natural resources most used by humans and the pros and cons of various energy sources. Even complex ideas such as relativity and quantum mechanics are presented in an engaging, straightforward way sure to draw in readers of all ages.
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Fundamentals Of Quantum Materials A Practical Guide To Synthesis And Exploration

11.5. Conclusion The rapid developments in the field of quantum materials, such as quantum computing, beg the question: “when can I have those technologies in my hands? Am I going to have a quantum computer at my home?

Author: Johnpierre Paglione

Publisher: World Scientific

ISBN: 9789811219382

Category: Science

Page: 276

View: 742

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Despite a long tradition of sophisticated, creative materials synthesis among quantum materials researchers, a sense of broader community has been lacking. In initiating the Fundamentals of Quantum Materials Winter School held annually at the University of Maryland, we wanted to bring together the next generation of growers to learn techniques and pointers directly from senior scientists, and it turns out that we were not alone. The enthusiasm from both students and teachers has been both gratifying and invigorating. Four schools later, we can confidently say that physicists, chemists, and materials scientists, experimentalists and theorists alike, all want to know how to make a good sample. With this in mind, we asked our lecturers to record their most important ideas and share their expertise with a broader audience. This resource is a compilation of fundamental and practical guides on the modern methods of materials synthesis utilized by these experts. We hope that you enjoy reading their essential guidance and state-of-the-art techniques as you explore the Fundamentals of Quantum Materials.
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Principles of Quantum Computation and Information

It is not clear if and when we shall be able to build a useful quantum computer; that is, a quantum computer capable of outperforming existing classical computers in important computational tasks. When the problem of decoherence is ...

Author: Giuliano Benenti

Publisher: World Scientific Publishing Company

ISBN: 9789814365550

Category: Science

Page: 444

View: 853

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Quantum computation and information is a new, rapidly developing interdisciplinary field. Its fundamental concepts and central results may not be easily understood without facing numerous technical details. Building on the basic concepts introduced in Vol I, this second volume deals with various important aspects, both theoretical and experimental, of quantum computation and information in depth. The areas include quantum data compression, accessible information, entanglement concentration, limits to quantum computation due to decoherence, quantum error-correction, and the first experimental implementations of quantum information protocols. This volume also includes a selection of special topics: chaos and quantum to classical transition, quantum trajectories, quantum computation and quantum chaos, and the Zeno effect.
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The Senior Sleuth s Guide to Technology for Seniors

Quantum computers are futuristic machines that will utilize the strange properties of quantum mechanics to perform calculations. At the heart of this idea is the concept of superposition. Whereas normal computers store information in ...

Author: David Peterka

Publisher: Conifer Books

ISBN: 9780982565209

Category: Computers and older people

Page: 264

View: 604

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The Senior Sleuth's Guide to Technology for Seniors provides an overview of products that help make senior citizens' lives more graceful, independent, invigorating and fun. In this book, the Senior Sleuth will investigate computers, the Internet, and modern technologies related to health and medication management, independent living, communication, travel and transportation, and home entertainment. This lighthearted reference book provides both seniors and their caregivers with a comprehensive look at the types of technologies being produced for their specific needs.
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Fundamentals of Quantum Computing

You can explore the wealth of information available on the Qiskit website and gain more insights into using IBM Q and quantum computing in general. 5.1.2 Installing Microsoft Quantum Development Kit Microsoft Quantum Development Kit ...

Author: Venkateswaran Kasirajan

Publisher: Springer Nature

ISBN: 9783030636890

Category: Algorithms

Page: 463

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Demystifying Computation

This is the most recent and quite accessible presentation of topological quantum computing. ... Introduction to Topological Quantum Computation. ... The Road to Reality: A Complete Guide to the Laws of the Universe.

Author: Apostolos Syropoulos

Publisher: World Scientific Publishing Company

ISBN: 9781786342683

Category: Computers

Page: 216

View: 122

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Problem solving in computing is referred to as computational thinking. The theory behind this concept is challenging in its technicalities, yet simple in its ideas. This book introduces the theory of computation from its inception to current form of complexity; from explanations of how the field of computer science was formed using classical ideas in mathematics by Gödel, to conceptualization of the Turing Machine, to its more recent innovations in quantum computation, hypercomputation, vague computing and natural computing. It describes the impact of these in relation to academia, business and wider society, providing a sound theoretical basis for its practical application. Written for accessibility, Demystifying Computation provides the basic knowledge needed for non-experts in the field, undergraduate computer scientists and students of information and communication technology and software development. Request Inspection Copy Contents:A Brief History of ComputingFrom Hilbert to Gödel to TuringHypercomputationNatural ComputingQuantum ComputingVague ComputingPhysical Reality and Computation Readership: High-School and undergraduate students in computer science, information and communication technology, and software development, and non-experts in the field looking to understand how computation works.
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Principles of Quantum Computation and Information Basic tools and special topics

It is not clear if and when we shall be able to build a useful quantum computer; that is, a quantum computer capable of outperforming existing classical computers in important computational tasks. When the problem of decoherence is ...

Author: Giuliano Benenti

Publisher: World Scientific

ISBN: 9789812563453

Category: Science

Page: 680

View: 690

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"Quantum computation and information is a new, rapidly developing interdisciplinary field. Therefore, it is not easy to understand its fundamental concepts and central results without facing numerous technical details. This book provides the reader a useful and not-too-heavy guide. It offers a simple and self-contained introduction; no previous knowledge of quantum mechanics or classical computation is required.
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Quantum

From Schrodinger's cat to Heisenberg's uncertainty principle, this book untangles the weirdness of the quantum world. Quantum mechanics underpins modern science and provides us with a blueprint for reality itself.

Author: Jim Al-Khalili

Publisher: Hachette UK

ISBN: 9781780225340

Category: Science

Page: 288

View: 973

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From Schrodinger's cat to Heisenberg's uncertainty principle, this book untangles the weirdness of the quantum world. Quantum mechanics underpins modern science and provides us with a blueprint for reality itself. And yet it has been said that if you're not shocked by it, you don't understand it. But is quantum physics really so unknowable? Is reality really so strange? And just how can cats be half-alive and half-dead at the same time? Our journey into the quantum begins with nature's own conjuring trick, in which we discover that atoms -- contrary to the rules of everyday experience -- can exist in two locations at once. To understand this we travel back to the dawn of the twentieth century and witness the birth of quantum theory, which over the next one hundred years was to overthrow so many of our deeply held notions about the nature of our universe. Scientists and philosophers have been left grappling with its implications every since.
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Quantum Computing

To meet this aim the book contains numerous examples, figures and exercises.

Author: Jozef Gruska

Publisher: McGraw-Hill Book Company Limited

ISBN: UOM:39015047730125

Category: Computer science

Page: 439

View: 903

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In quantum computing, we witness an exciting and very promising merge of two of the deepest and most successful scientific and technological developments of this century: quantum physics and computer science. The book takes a very broad view of quantum computing and information processing in general. It deals with such areas as quantum algorithms, automata, complexity theory, information and communication, cryptography and theoretical results. These include such topics as quantum error correcting codes and methods of quantum fault tolerance computing, which have made the vision of a real quantum computer come closer. No previous knowledge of quantum mechanics is required. The book is written as a self-study introduction to quantum computing and can be used for a one-semester course on quantum computing, especially for computer scientists. To meet this aim the book contains numerous examples, figures and exercises.
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Quantum Physics Incredible Unlimited Memory

A Beginners Guide to How Quantum Physics Affects Everything around Us Carl Weston, Ethan Lucas ... On the other hand, a quantum computer has a sequence of qubits which could represent one, zero or any quantum superposition of them.

Author: Carl Weston

Publisher: Shockwave Publishing via PublishDrive

ISBN: PKEY:6610000166152

Category: Science

Page: 131

View: 266

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Get a much better understanding of quantum physics starting from the basic concepts to some in-depth information. Quantum Physics When we hear the term quantum physics, the first thought that comes to our mind is Einstein and his theory of relativity. Of course, it goes without saying that there is much more to quantum physics than that. Physics is an excellent medium of explaining a million different things starting from heating a cup of coffee to gravitational pull. There is no real limit in the discipline of physics. It involves matters that are as huge as the galaxy to things as small as neutrons. This book deals with the smallest side of it, which is the branch of quantum physics. Incredible Unlimited Memory You are about to go on a journey few people will ever take, and you don’t even need any special skills to get started. Everything you need to know to become a memory master is right here in this book: Learn about all the ways the brain creates and stores memories, and how you can use them to your advantage on your path to memory supremacy. In this book set you will learn: What Quantum Physics is Theories of Matter Wave-Particle Duality The Einstein-Podolsky paradox Applications of Quantum Physics Highly specialized techniques to enhance your natural memory abilities How to become an elite tier memory genius The secrets of some of the most highly advanced techniques of accelerated learning And Much Much More! Buy this 2 book set NOW to set to learn the exciting world of Quantum Physics PLUS the tried and true techniques of unlocking your brains unlimited memory ability! Get your copies today by clicking the BUY NOW button at the top of this page!
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Learn Quantum Computing with Python and IBM Quantum Experience

This is a living document containing many interactive exercises that build upon basic knowledge, such as linear algebra, and guide you through to the advanced topics of quantum computing. The interactive pages enable the user to work on ...

Author: Robert Loredo

Publisher: Packt Publishing Ltd

ISBN: 9781838986759

Category: Computers

Page: 510

View: 114

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This book provides you with a step-by-step introduction to quantum computing using the IBM Quantum Experience platform. You will learn how to build quantum programs on your own, discover early use cases in your business, and help to get you or your company equipped with quantum computing skills.
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