الرئيسية

الكتب

التكنولوجيا والكمبيوتر

برمجة الحاسوب

تصميم وبرمجة قواعد البيانات

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

معذرة! هذا المنتج غير متوفر.

مدفوعات آمنة

متوفر قريبا

نظرة عامة على المنتج

المواصفات

الناشر	Apress; 1st ed. edition
رقم الكتاب المعياري الدولي 10	1484265211
وصف الكتاب	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 foundation base is set, you'll delve deep into Quantum based algorithms including Quantum Fourier transform, 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
تنسيق الكتاب	Paperback
تاريخ النشر	13 March 2021

رقم الكتاب المعياري الدولي 13	9781484265215
عن المؤلف	Santanu Pattanayak works as a staff machine learning specialist at Qualcomm Corp R&D and is an author of the book “Pro Deep Learning with TensorFlow” published by Apress. He has around 12 years of work experience and has worked at GE, Capgemini, and IBM before joining Qualcomm. He graduated with a degree in electrical engineering from Jadavpur University, Kolkata and is an avid math enthusiast. Santanu has a master’s degree in data science from Indian Institute of Technology (IIT), Hyderabad. He also participates in Kaggle competitions in his spare time where he ranks in top 500. Currently, he resides in Bangalore with his wife. Read more
الكاتب	Santanu Pattanayak
اللغة	English
عدد الصفحات	384 pages

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

معذرة! هذا المنتج غير متوفر.

متوفر قريبا