Learn Quantum Computing with Python and IBM Quantum: Write your own practical quantum programs with Python - Brossura

Loredo, Robert

Brossura

ISBN 10: 1803244801 ISBN 13: 9781803244808

Casa editrice: Packt Publishing, 2025

Riassunto

A step-by-step guide to working with programs that exploit quantum computing principles, with the help of IBM Quantum, Qiskit, and Python

Key Features

• Understand the difference between classical computers and quantum computers
• Work with key quantum computational principles such as superposition, interference, and entanglement, and observe how they are leveraged on the IBM Quantum systems
• Run your own quantum experiments and applications by integrating with Qiskit and Python

Book Description

The IBM Quantum Platform was built to enable developers to learn the basics of quantum computing by providing access to high performant quantum computers and provide documentation and courses to help get up to speed with the latest features in quantum computing.

Updated with new examples and changes to the platform, this edition begins with an introduction to the IBM Quantum Platform and the Quantum Information Science Kit (Qiskit) SDK. You will become well versed in the IBM Quantum Composer interface as well as running your quantum circuits on a real quantum computer. Along the way, you’ll learn some of the fundamental principles regarding quantum mechanics, qubits, quantum gates, quantum circuits, and the error mitigation techniques that are used to perform operations on qubits.

As you build on your knowledge, you’ll understand the functionality of IBM Qiskit and the developer-focused resources so you can create your own quantum algorithms. You’ll learn how to monitor and optimize your quantum circuits. Lastly, you’ll look at the fundamental quantum algorithms and understand how they can be applied effectively.

By the end of this quantum computing book, you'll know how to build quantum algorithms and will have gained a practical understanding of quantum computation that you can apply to your research or business.

What you will learn

• Get familiar with the features within the IBM Quantum Platform
• Create and visualize quantum gates and circuits
• Operate quantum gates on qubits using the IBM Quantum Composer
• Install and run your quantum circuits on an IBM Quantum computer
• Discover Qiskit and its many features such as the Qiskit Runtime
• Get to grips with fundamental quantum algorithms and error mitigation techniques to help you get started
• Understand the new era of quantum utility and how this moves us closer towards quantum advantage

Who this book is for

This book is for Python developers who are looking to learn quantum computing from the ground up and put their knowledge to use in practical situations with the help of the IBM Quantum Platform and Qiskit. Some background in computer science and high school-level physics and math is required.

Table of Contents

1. Exploring the IBM Quantum Tools
2. Creating Quantum Circuits with IBM Quantum Composer
3. Introducing and Installing Qiskit
4. Understanding Basic Quantum Computing Principles
5. Understanding the Quantum Bit (Qubit)
6. Understanding Quantum Logic Gates
7. Programming with Qiskit
8. Optimizing and Visualizing Quantum Circuits
9. Simulating Quantum Systems and Noise Models
10. Suppressing and Mitigating Quantum Noise
11. Understanding Quantum Algorithms
12. Applying Quantum Algorithms
13. Understanding Quantum Utility and Qiskit Patterns
14. Appendix A: Resources
15. Appendix B: Assessments

Su questo libro

Informazioni sull?autore

Robert Loredo is the IBM Quantum Ambassador Worldwide lead with over 20 years' experience in software architecture and engineering. He is a Qiskit Advocate and Master Inventor, listed as one of the world's most prolific inventors with over 200 patents. He has presented various workshops, lectures, and articles covering quantum computing, artificial intelligence, and bioinformatics worldwide. As an adjunct professor, he has taught cloud computing and software engineering at the Florida International University School of Computer Science. He holds both a bachelor's and a master's degree in Computer and Electrical Engineering from the University of Miami and is currently pursuing his PhD in Computer Science, specializing in Quantum Machine Learning and NeuroInformatics, at Florida International University. As a philanthropist, one of his favorite charities is Doctors without Borders.

Dettagli dell?edizione

• Editore: Packt Publishing
• Data di pubblicazione: 2025
• Lingua: Inglese
• ISBN 10: 1803244801
• ISBN 13: 9781803244808
• Rilegatura: Copertina flessibile
• Numero edizione: 2
• Numero di pagine: 420
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile