Quantum Machine Learning With Python:Using Cirq from Google Research and IBM Qiskit

使用 Python 进行量子机器学习:使用 Google Research 与 IBM Qiskit 的 Cirq

计算机软件

售   价:
476.00
发货周期:预计8-10周发货
作      者
出  版 社
出版时间
2021年02月14日
装      帧
平装
ISBN
9781484265215
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页      码
359
语      种
英文
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库存27本
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图书简介
Quickly scale up to Quantum computing and Quantum machine learning foundations and related mathematics and expose them to different use cases that can be solved through Quantum based algorithms.This book explains Quantum Computing, which leverages the Quantum mechanical properties sub-atomic particles. It also examines Quantum machine learning, which can help solve some of the most challenging problems in forecasting, financial modeling, genomics, cybersecurity, supply chain logistics, cryptography among others.You’ll start by reviewing the fundamental concepts of Quantum Computing, such as Dirac Notations, Qubits, and Bell state, followed by postulates and mathematical foundations of Quantum Computing. Once the foundationbase is set, you’ll delve deep into Quantum based algorithms including Quantum Fouriertransform, phase estimation, and HHL (Harrow-Hassidim-Lloyd) among others.You’ll then be introduced to Quantum machine learning and Quantum deep learning-based algorithms, along with advanced topics of Quantum adiabatic processes and Quantum based optimization. Throughout the book, there are Python implementations of different Quantum machine learning and Quantum computing algorithms using the Qiskit toolkit from IBM and Cirq from Google Research.What You’ll LearnUnderstand Quantum computing and Quantum machine learningExplore varied domains and the scenarios where Quantum machine learning solutions can be appliedDevelop expertise in algorithm development in varied Quantum computing frameworksReview the major challenges of building large scale Quantum computers and applying its various techniquesWho This Book Is ForMachine Learning enthusiasts and engineers who want to quickly scale up to Quantum Machine Learning
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