INTERNATIONAL STANDARD BOOK NUMBER
Qualification
(electronic bk.)
Qualification
(electronic bk.)
(Number (ISBN
148426522X
(Number (ISBN
9781484265222
Erroneous ISBN
1484265211
Erroneous ISBN
9781484265215
INTERNATIONAL STANDARD MUSIC NUMBER
(Number (ISMN
10.1007/978-1-4842-6522-2
NATIONAL BIBLIOGRAPHY NUMBER
Number
15054
OTHER SYSTEM CONTROL NUMBERS
System Control Number
(OCoLC)1244120897
Cancelled or Invalid Control Number
(OCoLC)1249103902
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Quantum machine learning with Python :
Other Title Information
using Cirq from Google Research and IBM Qiskit /
First Statement of Responsibility
Santanu Pattanayak.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
[Berkeley, CA] :
Name of Publisher, Distributor, etc.
Apress,
Date of Publication, Distribution, etc.
[2021]
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xix, 361 pages) :
Other Physical Details
illustrations.
GENERAL NOTES
Text of Note
Includes index.
NOTES PERTAINING TO BINDING AND AVAILABILITY
Text of Note
Available to OhioLINK libraries.
CONTENTS NOTE
Text of Note
Chapter 1: Introduction to Quantum Mechanics and Quantum Computing -- Chapter 2: Mathematical Foundations and Postulates of Quantum Computing -- Chapter 3: Introduction to Quantum Algorithms -- Chapter 4: Quantum Fourier Transform Related Algorithms -- PART 2 Chapter 5: Introduction to Quantum Machine Learning -- Chapter 6: Quantum Deep Learning and Quantum Optimization Based Algorithms -- Chapter 7: Quantum Adiabatic Processes and Quantum based Optimization.
0
SUMMARY OR ABSTRACT
Text of Note
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. You will: Understand Quantum computing and Quantum machine learning Explore varied domains and the scenarios where Quantum machine learning solutions can be applied Develop expertise in algorithm development in varied Quantum computing frameworks Review the major challenges of building large scale Quantum computers and applying its various techniques.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9781484265215.
International Standard Book Number
9781484265239.
TOPICAL NAME USED AS SUBJECT
Entry Element
Machine learning.
Entry Element
Python (Computer program language)
Entry Element
Quantum computing.
(SUBJECT CATEGORY (Provisional
Subject Category Subdivision Code
COM004000
Subject Category Subdivision Code
UYQ
Subject Category Subdivision Code
UYQ
System Code
bisacsh
System Code
bicssc
System Code
thema
DEWEY DECIMAL CLASSIFICATION
Number
006
.
3/843
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA76
.
889
Book number
.
P25
2021
PERSONAL NAME - PRIMARY RESPONSIBILITY
Entry Element
Pattanayak, Santanu,
CORPORATE BODY NAME - SECONDARY RESPONSIBILITY
Entry Element
Ohio Library and Information Network.
ORIGINATING SOURCE
Date of Transaction
20230627123316.9
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier
https://rave.ohiolink.edu/ebooks/ebc2/9781484265222
Uniform Resource Identifier
http://proxy.ohiolink.edu:9099/login?url=http://link.springer.com/10.1007/978-1-4842-6522-2
Uniform Resource Identifier
http://link.springer.com/10.1007/978-1-4842-6522-2
Uniform Resource Identifier
https://learning.oreilly.com/library/view/~/9781484265222/?ar
Public note
Connect to resource
Public note
Connect to resource (off-campus)
Public note
Connect to resource
Public note
Connect to resource
BL
270410
Y
