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    1. Data och IT
    2. Systemvetenskap och AI

    Quantum Computing Experimentation with Amazon Braket

    Explore Amazon Braket quantum computing to solve combinatorial optimization problems

    AvAlex Khan

    Häftad, Engelska, 2022

    698 kr

    Beställningsvara. Skickas inom 5-8 vardagar. Fri frakt över 249 kr.

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    E-bok

    488 kr

    Beskrivning

    Augment your quantum computing journey using Amazon Braket with in-depth details of how to use Braket devices, build quantum circuits, leverage quantum annealing and solve optimization problemsKey FeaturesLearn about various quantum devices and their use in solving combinatorial optimization problemsPrepare your business to leverage the benefits of the future quantum speedupImplement quantum computing concepts through real-world optimization use casesBook DescriptionAmazon 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.What you will learnExplore the features and uses of the Amazon Braket console and componentsDiscover the benefits of quantum computing devices available on Amazon Braket, including gate quantum computers, the annealer, and simulatorsRecognize which type of quantum device is the best fit for specific use cases and scalingDevelop your own code from a basic set of use cases dealing with real-world optimization problemsUnderstand the capabilities and limitations of current quantum computing technologiesExplore the advanced features and API functions in Amazon BraketWho this book is forThis 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.

    Produktinformation

    • Utgivningsdatum:2022-07-29
    • Mått:191 x 235 x 23 mm
    • Vikt:780 g
    • Format:Häftad
    • Språk:Engelska
    • Antal sidor:420
    • Förlag:Packt Publishing Limited
    • Medarbetare:MatthewR. Versaggi
    • ISBN:9781800565265

    Utforska kategorier

    • Systemvetenskap och AI inom Data och IT

    Mer om författaren

    Alex Khan is an advisor, entrepreneur, and educator in quantum computing. He is CEO of ZebraKet, a Canadian startup in supply chain optimization using quantum methods. He has had roles at Chicago Quantum, where he co-authored papers on portfolio optimization using D-Wave, Harrisburg University where he taught quantum computing, and at QuantFi. He continues to be an advisor at QuSecure.Alex is an experienced Health IT executive. He is an engineering/physics dual major and received his BSME from Purdue University, MSME from KSU, MBA with Health Sector Management from Duke University, and a certificate in quantum computing from MITxPro. He has been recognized by The Quantum Daily as one of the 126 advisors shaping the Quantum Computing Industry.

    Innehållsförteckning

    • Table of ContentsSetting Up Amazon BraketBraket Devices ExplainedUser Setup, Tasks, and Understanding Device CostsWriting Your First Amazon Braket Code SampleUsing a Quantum Annealer Using Gate-Based Quantum Computers Using Gate Quantum Computers Using Hybrid Algorithms Running QAOA on Simulators and Amazon Braket Devices Amazon Braket Hybrid Jobs, PennyLane, and Other Braket FeaturesSingle-Objective Optimization Use CaseMulti-Objective Optimization Use CaseAppendix Knapsack BQM Derivation