Quantum Computing Experimentation with Amazon Braket: Explore Amazon Braket quantum computing to solve combinatorial optimization problems

Alex Khan

€21.99 ~~€31.99~~

4.9 (10 Ratings)

eBook Jul 2022 420 pages 1st Edition

Alex Khan

€21.99 ~~€31.99~~

4.9 (10 Ratings)

eBook Jul 2022 420 pages 1st Edition

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Key benefits

Learn about various quantum devices and their use in solving combinatorial optimization problems
Prepare your business to leverage the benefits of the future quantum speedup
Implement quantum computing concepts through real-world optimization use cases

Description

Amazon Braket is a cloud-based pay-per-use platform for executing quantum algorithms on cutting-edge quantum computers and simulators. It is ideal for developing robust apps with the latest quantum devices. With this book, you'll take a hands-on approach to learning how to take real-world problems and run them on quantum devices. You'll begin with an introduction to the Amazon Braket platform and learn about the devices currently available on the platform, their benefits, and their purpose. Then, you'll review key quantum concepts and algorithms critical to converting real-world problems into a quantum circuit or binary quadratic model based on the appropriate device and its capability. The book also covers various optimization use cases, along with an explanation of the code. Finally, you'll work with a framework using code examples that will help to solve your use cases with quantum and quantum-inspired technologies. Later chapters cover custom-built functions and include almost 200 figures and diagrams to visualize key concepts. You’ll be able to scan the capabilities provided by Amazon Braket and explore the functions to adapt them for specific use cases. By the end of this book, you’ll have the tools to integrate your current business apps and AWS data with Amazon Braket to solve constrained and multi-objective optimization problems.

Who is this book for?

This book is for IT practitioners, architects, and developers looking to bring the power of quantum computing to their organizations. If you are a VP of IT, CIO, VP of architecture, chief architect, solution architect, actuarial fellow, or a developer already working on other AWS services such as AWS Lambda and EC2, you'll find this book useful in exploring how to leverage Amazon Braket for real-world use cases and to move your organization towards this emerging technology. Familiarity with the basics of quantum computing and Python is required.

What you will learn

Explore the features and uses of the Amazon Braket console and components
Discover the benefits of quantum computing devices available on Amazon Braket, including gate quantum computers, the annealer, and simulators
Recognize which type of quantum device is the best fit for specific use cases and scaling
Develop your own code from a basic set of use cases dealing with real-world optimization problems
Understand the capabilities and limitations of current quantum computing technologies
Explore the advanced features and API functions in Amazon Braket

What do you get with eBook?

Instant access to your Digital eBook purchase

Download this book in EPUB and PDF formats

Access this title in our online reader with advanced features

DRM FREE - Read whenever, wherever and however you want

AI Assistant (beta) to help accelerate your learning

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N/A Feb 13, 2024

Valido supporto per chi ha interesse ad approfondire la materia. Notevole

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Constantin Gonciulea May 31, 2023

And it actually does more than showing how to run quantum circuits on Amazon Bracket. It also includes extensive explanations of algorithms, with enough graphics to ease the understanding. The book focuses on optimization problems, as far as I can tell, touching upon a large variety of them. Perhaps the new edition should include the Grover Optimizer, but I'm biased here.The code accompanying a book is very important to me, and I can see that the author made an effort to provide clear and clean code. This is a big plus. Readers may find it useful to read and/or run particular algorithms they are interested in, even if they don't read the whole book. That's what I find myself doing with many books, and this is one of them.

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Vishal Nov 28, 2023

The book's hands-on approach simplifies complex concepts, offering practical insights into quantum algorithms. Clear explanations, code examples, and a focus on real-world optimization make it a valuable resource. Highly recommend for those wanting to harness quantum speedup effectively!

Sanjay Basu, PhD Sep 11, 2022

I like that the book started with how to set up Braket, beginning with how to create an AWS account, and how to set up ancillary AWS services like S3 and Notebook. There are enough examples to try for first-time users. While running the experiments, the reader can delve into the background of the devices, like annealing-based ones or those based on quantum gates. Chapter 3 details the tasks setups, device costs, and billing. Chapter 4 gets the reader writing their first quantum experiments using Braket codes. Chapters 5, 6, and 7 focus on developing codes for Quantum Annealer, Gate-based quantum computing use cases. Chapter 8 deals with Hybrid Algorithms and optimization, while chapter 9 explains how to run QAQA on simulators, particularly on Amazon Braket devices. Examples include optimizing an 11x11 matrix, 34x34 matrix, and 38x38 sparse matrix. Section 3, chapters 10 through 12, delve into real-world use cases like single-objective and multi-objective optimization.I can say that in 2 weeks, by following this book as a guide, I am very comfortable navigating and writing code for quantum experiments using Amazon Braket. I highly recommend this book and hope Alex will continue to update the contents as new features (and backend devices) are added to the Amazon Braket Service.

Angie Qarry Aug 30, 2022

The book is handy from a practical point of view.The book doesn't aim to explain the science behind the quantum computer hardware platforms, which you can access through the Amazon Braket or the physics behind the quantum algorithms.Four levels of practicality in this book:1. The complicated physics of the high technology field of quantum hardware and algorithm topics are simplified so that they give you strong usability knowledge without losing their scientific credibility.The book answers the fundamental questions that puzzle every business nowadays; How do we access quantum computer hardware and emulators? Which hardware or emulator should we use, and how do we know which one fits our needs? How much does running my application in quantum computer hardware or emulators cost?2. The next level is the application itself. What do we mean by a quantum application? The applications are mainly based on two classes of algorithms; QUBO and QAOA ( Quantum Approximate Optimization Algorithm). The simplicity here is that the algorithmic purpose is captured on a very figurative explanatory and programming level without losing the integrity of science and practical purposes.3. Third level goes to the most crucial insight that the book wants to bring or teach the user; How to make sense of the computation outcome. Since with Amazon Braket, you can access different hardware and emulators; then the question arises how do I judge what the best for me is? The book gives a lengthy explanation of the benchmarking approach.4. Fourth level of usability goes toward real use cases, use cases for business needs.An example is inventory optimization which is quite interesting. It is a complicated problem for the supply chain. The business advantage and profitability of having an excellent and well-optimized supply chain are unimaginable for the companies who didn’t take the step to optimize that.I would recommend it to students, professionals, quantum software engineers or those who want to switch to that field, to scientists to see how their theoretical, experimental, and technological efforts get leveraged to the end user, to the industrial managers who want to run and use quantum computers for their specific applications.Angie Qarry - Quantum Physicist

Quantum Computing Experimentation with Amazon Braket: Explore Amazon Braket quantum computing to solve combinatorial optimization problems

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