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Learn Quantum Computing with Python and IBM Quantum - Second Edition

by Robert Loredo

February 2025

Beginner to intermediate

426 pages

10h 10m

English

Packt Publishing

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Technical requirementsGetting started with the IBM Quantum PlatformRegistering to the IBM Quantum PlatformUnderstanding the Manage account settings viewGetting familiar with the Compute resources viewLearning about pending and latest jobsUsing the Documentation to quickly start upUnderstanding the IBM Quantum toolsSummaryQuestionsGet This Book’s PDF Version and Exclusive Extras
Technical requirementsGetting started with the IBM Quantum ComposerLaunching the ComposerFamiliarizing yourself with the Composer componentsUnderstanding the ComposerCustomizing your viewsCreating a quantum circuit with the Quantum ComposerBuilding a quantum circuit with classical bit behaviorsReviewing your resultsSummaryQuestionsGet This Book’s PDF Version and Exclusive Extras
Technical requirementsUnderstanding quantum and classical system interconnectionsReviewing the Qiskit libraryUnderstanding how to organize and interact with QiskitUnderstanding Qiskit APIsAerThe Aer simulatorThe Qasm simulatorStatevector simulatorThe Unitary simulatorInstalling and configuring Qiskit on your local machinePreparing the installationInstalling AnacondaInstalling QiskitConfiguring your local Qiskit environmentGetting support from the Qiskit communityIntroducing the Qiskit communityContributing to the Qiskit communitySpecializing your skill set in the Qiskit communitySummaryQuestionsGet This Book’s PDF Version and Exclusive Extras
Technical requirementsIntroducing quantum computingUnderstanding superpositionLearning about classical randomnessPreparing a qubit in a superposition stateBuilding a coin-flipping experimentUnderstanding entanglementImplementing the behavior of entangled qubitsEntangling two coins togetherUnderstanding interferenceExploring the Bell statesPreparing the Bell statesImplementing the Bell statesSummaryQuestionsGet This Book’s PDF Version and Exclusive Extras
Technical requirementsComparing classical and quantum bitsReviewing the classical bitUnderstanding the qubitVisualizing the state vector of a qubitVisualizing the representation of a qubitVisualizing the state vectors of multiple qubitsImplementing qubits on a superconducting systemSummaryQuestionsGet This Book’s PDF Version and Exclusive Extras
Technical requirementsReviewing classical logic gatesUnderstanding quantum unitary operatorsUnderstanding single-qubit gatesHadamard (H) gatePauli gatesIdentity (I) Pauli gateNOT (X) Pauli gateY Pauli gateZ gatePhase gatesS gateS† (dagger) gateT gateT† (dagger) gateRx gateUniversal U gateUnderstanding multi-qubit gatesCNOT two-qubit gateToffoli multi-qubit gateSwap gateUnderstanding the measurement operatorSummaryQuestionsGet This Book’s PDF Version and Exclusive Extras
Technical requirementsCustomizing and optimizing quantum circuitsComponents of a quantum circuitObtaining circuit properties and analysisCustomizing and parameterizing circuit librariesGenerating pulse schedules on hardwareLearning about instructionsUnderstanding pulses and Pulse librariesLeveraging channels to transmit and receive instructionsGenerating and executing schedulesUnderstanding the Job componentSummaryQuestionsSubscribe to Deep Engineering
Technical requirementsOptimizing circuits using Preset PassmanagerTranspiling a quantum circuitGenerating preset passmanagersComparing circuit mappings on different backend devicesUnderstanding passes and pass managersLearning about the Layout Selection typeLeveraging the pass managerVisualizing and enhancing circuit graphsLearning about customized visual circuitsDrawing the directed acyclic graph of a circuitSummaryQuestionsGet This Book’s PDF Version and Exclusive Extras

Technical requirementsUnderstanding the differences between simulatorsViewing all available backendsRunning circuits on the Aer simulatorAdding parameters to the backend optionsInitializing the qubits on a circuitRunning circuits on the statevector simulatorRunning circuits on the unitary simulatorAccounting for noise in quantum circuitsImplementing an Aer noise modelTracing the source of noiseUnderstanding decoherenceUnderstanding single-gate, multi-gate, and readout errorsBuilding your own noise modelSummaryQuestionsGet This Book’s PDF Version and Exclusive Extras
Technical requirementsUnderstanding the Qiskit Runtime serviceUnderstanding SessionsUnderstanding the Qiskit Runtime OptionsUnderstanding PrimitivesUnderstanding the Sampler primitiveUnderstanding the noise effects of decoherenceUnderstanding decoherence errorsUnderstanding dephasing errorsDifferences between error suppression, mitigation, and correctionSummaryQuestionsFurther readingGet This Book’s PDF Version and Exclusive Extras
Technical requirementsUnderstanding the meaning of outperforming classical systemsLearning about Deutsch’s algorithmUnderstanding the problemDefining the problemDescribing the problem as a quantum problemImplementing Deutsch’s algorithmUnderstanding the Deutsch-Jozsa algorithmUnderstanding the Deutsch-Jozsa problemGenerating a quantum solution using the Deutsch-Jozsa algorithmImplementing the Deutsch-Jozsa algorithmLearning about the foundational oracle-based quantum algorithmLearning about the Bernstein-Vazirani algorithmUnderstanding the Bernstein-Vazirani problemGenerating a quantum solution using the Bernstein-Vazirani algorithmImplementing the Bernstein-Vazirani algorithmSummaryQuestionsGet This Book’s PDF Version and Exclusive Extras
Technical requirementsUnderstanding periodic quantum algorithmsLearning about the QFT algorithmUnderstanding the QFT algorithmImplementing the QFT algorithmLearning about Grover’s search algorithmUnderstanding the problemUnderstanding Grover’s search algorithmImplementing Grover’s search algorithmSummaryQuestionsGet This Book’s PDF Version and Exclusive Extras
Technical requirementsUnderstanding quantum utilityUnderstanding Qiskit PatternsStep 1, MapStep 2, Optimize your circuitStep 3, Execute your circuitStep 4, Post-processImplementing the logical expression oracleSummaryQuestionsGet This Book’s PDF Version and Exclusive Extras
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Chapter 1 – Exploring the IBM Quantum ToolsQuestion 1AnswerQuestion 2AnswerQuestion 3AnswerChapter 2 – Creating Quantum Circuits with IBM Quantum ComposerQuestion 1AnswerQuestion 2AnswerQuestion 3AnswerQuestion 4AnswerChapter 3 – Introducing and Installing QiskitQuestion 1AnswerQuestion 2AnswerQuestion 3AnswerQuestion 4AnswerChapter 4 – Understanding Basic Quantum Computing PrinciplesQuestion 1AnswerQuestion 2AnswerQuestion 3AnswerQuestion 4AnswerChapter 5 – Understanding the QubitQuestion 1AnswerQuestion 2AnswerQuestion 3AnswerQuestion 4AnswerChapter 6 – Understanding Quantum Logic GatesQuestion 1AnswerQuestion 2AnswerQuestion 3AnswerQuestion 4AnswerQuestion 5AnswerQuestion 6AnswerChapter 7 – Programming with QiskitQuestion 1AnswerQuestion 2AnswerQuestion 3AnswerQuestion 4AnswerChapter 8 – Optimizing and Visualizing Quantum CircuitsQuestion 1AnswerQuestion 2AnswerQuestion 3AnswerQuestion 4AnswerChapter 9 – Simulating Quantum Systems and Noise ModelsQuestion 1AnswerQuestion 2AnswerQuestion 3AnswerQuestion 4AnswerQuestion 5AnswerQuestion 6AnswerChapter 10 – Suppressing and Mitigating Quantum NoiseQuestion 1AnswerQuestion 2AnswerQuestion 3AnswerQuestion 4AnswerQuestion 5AnswerChapter 11 – Understanding Quantum AlgorithmsQuestion 1AnswerQuestion 2AnswerQuestion 3AnswerChapter 12 – Applying Quantum AlgorithmsQuestion 1AnswerQuestion 2AnswerQuestion 3AnswerQuestion 4AnswerQuestion 5AnswerChapter 13 – Understanding Quantum Utility and Qiskit PatternsQuestion 1AnswerQuestion 2AnswerQuestion 3AnswerQuestion 4AnswerGet This Book’s PDF Version and Exclusive Extras
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Overview

Dive into the exciting realm of quantum computing with 'Learn Quantum Computing with Python and IBM Quantum'. This book guides you through the foundations of quantum mechanics, key principles like superposition and entanglement, and practical applications using IBM's Quantum Platform and the Qiskit SDK. By the end, you'll have the confidence to build and execute quantum algorithms.

What this Book will help me do

Understand the principles of quantum mechanics and how they differentiate from classical computing.
Master using IBM Quantum Composer and Qiskit for quantum programming.
Build and execute practical quantum circuits and algorithms on the IBM Quantum platform.
Learn techniques for mitigating errors in quantum computations.
Gain knowledge of fundamental quantum algorithms and their applications.

Author(s)

Robert Loredo is an experienced educator and quantum computing expert. He has dedicated his career to making complex computational concepts accessible and actionable, particularly through the use of hands-on tools and engaging teaching methodologies. His passion is to empower students and developers to leverage quantum computing in research and business.

Who is it for?

This book is ideal for developers and researchers interested in entering the field of quantum computing. If you have some experience with Python and foundational knowledge in computer science, physics, and mathematics equivalent to a high school level, this book offers you the practical steps to understand and apply quantum computation.