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.
publication date
2022-07-29
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
key features
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
approach
This book is filled with complete with step-by-step explanations of essential concepts, practical examples and self-assessment questions. This book will begin with an introduction to the Amazon Braket platform and devices, then review key concepts in converting real world problems to the quantum or binary quadratic model appropriate for the device and then have the framework/reference needed to build your own quantum applications.
audience
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.
short description
This book will give you a gradual introduction to quantum algorithms and quadratic models and explore the possibilities of future quantum advantages. With the help of illustrations and code examples, the book will walk you through different kinds of quantum computing devices, show you how to build QUBOs and quantum circuits, and help solve real-world combinatorial optimization problems.
subtitle
Explore Amazon Braket quantum computing to solve combinatorial optimization problems
keywords
Quantum computation, Quantum computing book, Combinatorial Optimization, Binary Quadratic Model, QUBO, Quantum simulators, AWS, Amazon Braket, QAOA, Quantum Annealing, Quantum Circuits
Product ISBN
9781800565265
