Hassi Norlén - Quantum Computing in Practice with Qiskit® and IBM Quantum Experience®: Practical recipes for quantum computer coding at the gate and algorithm level with Python
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- Book:Quantum Computing in Practice with Qiskit® and IBM Quantum Experience®: Practical recipes for quantum computer coding at the gate and algorithm level with Python
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Understand the nuances of programming traditional quantum computers and solve the challenges of the future while building and executing quantum programs on IBM Quantum hardware and simulators
Key Features- Work your way up from writing a simple quantum program to programming complex quantum algorithms
- Explore the probabilistic nature of qubits by performing quantum coin tosses and using random number generators
- Delve into quantum algorithms and their practical applications in various domains
IBM Quantum Experience is a leading platform for programming quantum computers and implementing 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.
Youll start with a high-level overview of IBM Quantum 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 Shors algorithm and Grovers algorithm. Next, youll delve into Qiskit, a quantum information science toolkit, and its constituent packages such as Terra, Aer, Ignis, and Aqua. Youll cover these packages in detail, exploring their benefits and use cases. Later, youll discover various quantum gates that Qiskit offers and even deconstruct a quantum program with their help, before going on to compare Noisy Intermediate-Scale Quantum (NISQ) and Universal Fault-Tolerant quantum computing using simulators and actual hardware. Finally, youll explore quantum algorithms and understand how they differ from classical algorithms, along with learning how to use pre-packaged algorithms in Qiskit Aqua.
By the end of this quantum computing book, youll be able to build and execute your own quantum programs using IBM Quantum Experience and Qiskit 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 computing (NISQ) and Universal Fault-Tolerant quantum computing using simulators and IBM Quantum hardware
- Mitigate noise in quantum circuits and systems using Qiskit Ignis
- Understand the difference between classical and quantum algorithms by implementing Grovers algorithm in Qiskit
This book is for developers, data scientists, machine learning researchers, or quantum computing enthusiasts who want to understand how to use IBM Quantum Experience and Qiskit to implement quantum solutions and gain practical quantum computing experience. Python programming experience is a must to grasp the concepts covered in the book more effectively. Basic knowledge of quantum computing will also be beneficial.
Table of Contents- Preparing Your Environment
- Quantum Computing and Qubits with Python
- IBM Quantum Experience Quantum Drag and Drop
- Starting at the Ground Level with Terra
- Touring the IBM Quantum Hardware with Qiskit
- Understanding the Qiskit Gate Library
- Simulating Quantum Computers with Aer
- Cleaning Up Your Quantum Act with Ignis
- Grovers Search Algorithm
- Getting to Know Algorithms with Aqua
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Practical recipes for quantum computer coding at the gate and algorithm level with Python
Hassi Norln
BIRMINGHAMMUMBAI
Copyright 2020 Packt Publishing
All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.
Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author(s), nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.
Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.
Commissioning Editor: Kunal Chaudhari
Acquisition Editor: Alok Dhuri
Senior Editor: Nitee Shetty
Content Development Editor: Ruvika Rao
Technical Editor: Gaurav Gala
Copy Editor: Safis Editing
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Proofreader: Safis Editing
Indexer: Manju Arasan
Production Designer: Prashant Ghare
First published: November 2020
Production reference: 1201120
Published by Packt Publishing Ltd.
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ISBN 978-1-83882-844-8
www.packt.com
To my family: Tova, Ella, and Noah. Without your infinite patience and support, this adventure would never have taken place! And to my parents, Rolf and Ingegerd, who have always supported me in following my dreams and ideas, no matter where they might lead.
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Hassi Norln is an educator, physicist, and software developer, long fascinated with computer programming, both small and large, new and old. He stumbled into the quantum-computing universe a few short years ago and has since then been lucky enough to engage in this fascinating field both professionally and as a hobby.
In his day job with IBM, he designs content in the AI Applications division. In his spare time, he spreads the word on the Qiskit open source SDK and quantum computing as an IBM Quantum Ambassador and Qiskit Advocate: lecturing, coding, and hosting quantum-computing workshops.
He traces his roots back to Sweden, with the United States being his recently adopted homeland, and is currently enjoying the Bavarian Alps in southern Germany on an IBM Global assignment.
Thank you to:
Denise Ruffner for taking a chance, and Andi Couilliard, for unwavering support!
James Weaver, Robert Loredo, Charles Robinson, Steven Margolis, and Gabriel Chang, for ideas, sparring and support.
Jerry Chow (for my first glimpse of an IBM quantum computer Jay Gambetta, Bob Sutor, and the entire IBM Quantum team, for making quantum computing real!
James Weaver is a developer, author, and speaker with a passion for quantum computing. He is a Java Champion, and a JavaOne Rockstar. James has written books including Inside Java, Beginning J2EE, the Pro JavaFX series, and Java with Raspberry Pi. As an IBM Quantum Developer Advocate, James speaks internationally about quantum computing with Qiskit at quantum and classical computing conferences.
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