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Quantum Computing in Practice with Qiskit® and IBM Quantum Experience®: Practical recipes for quantum computer coding at the gate and algorithm level with Python
by 作者: Hassi Norlén
pages 页数: 408 pages
ISBN-10 书号: 1838828443
ISBN-13 书号: 9781838828448
Publisher Finelybook 出版社: Packt Publishing (November 23,2020)
Language 语言: English
Book Description
Understand the nuances of programming traditional quantum computers and solve the challenges of the future while building and executing quantum programs on IBM Q hardware and simulators
IBM Q Experience is a leading platform for simulating quantum computers as it helps to implement quantum solutions directly on the cloud. This book will help you get up to speed with programming quantum computers and provide solutions to the most common problems and challenges.
You’ll start with a high-level overview of IBM Q Experience and Qiskit,where you will perform the installation while writing some basic quantum programs. This introduction puts less emphasis on the theoretical framework and more emphasis on recent developments such as Shor’s algorithm,Grover’s algorithm,and the DiVincenzo Criteria. Next,you’ll delve into Qiskit,a quantum information science toolkit,and its constituent packages such as Terra,Aer,Ignis,and Aqua. You’ll cover these packages in detail,exploring their benefits and use cases. Later,you’ll discover various quantum gates that Qiskit offers and even deconstruct a quantum program with their help,before going on to compare NISQ and Universal Fault-Tolerant quantum computing using simulators and actual hardware. Finally,you’ll explore quantum algorithms and understand how they differ from classical algorithms,along with learning how to use pre-packaged algorithms in Qiskit.
By the end of this quantum computing book,you’ll be able to build and execute your own quantum programs using IBM Q Experience with Python.
What you will learn
Visualize a qubit in Python and understand the concept of superposition
Install a local Qiskit simulator and connect to actual quantum hardware
Compose quantum programs at the level of circuits using Qiskit Terra
Compare and contrast Noisy Intermediate-Scale Quantum computers (NISQ) and Universal Fault-Tolerant quantum computing using simulators and actual IBM Q hardware
Mitigate noise profiles in quantum circuits and systems using Qiskit Ignis
Understand the difference between classical and quantum algorithms by 作者: implementing Grover’s algorithm in Qiskit
