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HANDS-ON MACHINE LEARNING WITH SCIKIT-LEARN, KERAS, AND TENSORFLOW: CONCEPTS, TOOLS, AND TECHNIQUES TO BUILD INTELLIGENT SYSTEMS, SECOND EDITION (4-COLOUR EDITION)
NRS 3960.00
 
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SOFTWARE TESTING: CONCEPTS AND OPERATIONS
This book examines the principles, concepts and processes that are fundamental to the software testing function. this book is divided into five broad parts. part i introduces software testing in the broader context of software engineering and explores the qualities that testing aims to achieve or ascertain, as well as the lifecycle of software testing. part ii covers mathematical foundations of software testing, which include software specification, program correctness and verification, concepts of software dependability and a software testing taxonomy. part iii discusses test data generation, specifically, functional criteria and structural criteria. test oracle design, test driver design and test outcome analysis is covered in part iv. finally, part v surveys managerial aspects of software testing, including software metrics, software testing tools and software product line testing. preface acknowledgments part i introduction to software testing 1 software engineering: a discipline like no other 1.1 a young, restless discipline 1.2 an industry under stress 1.3 large, complex products 1.4 expensive products 1.5 absence of reuse practice 1.6 fault-prone designs 1.7 paradoxical economics 1.8 chapter summary 1.9 bibliographic notes 2 software quality attributes 2.1 functional attributes 2.2 operational attributes 2.3 usability attributes 2.4 business attributes 2.5 structural attributes 2.6 chapter summary 2.7 exercises 2.8 bibliographic notes 3 a software testing lifecycle 3.1 a software engineering lifecycle 3.2 a software testing lifecycle 3.3 the v-model of software testing 3.4 chapter summary 3.5 bibliographic notes part ii foundations of software testing 4 software specifications 4.1 principles of sound specification 4.2 relational mathematics 4.3 simple input output programs 4.4 representing specifications 4.5 ordering specifications 4.6 specification generation 4.7 specification validation 4.8 reliability versus safety 4.9 state-based systems 4.10 axiomatic representation 4.11 specification validation 4.12 chapter summary 4.13 exercises 4.14 problems 4.15 bibliographic notes 5 program correctness and verification 5.1 correctness: a definition 5.2 correctness: propositions 5.3 verification 5.4 chapter summary 5.5 exercises 5.6 problems 5.7 bibliographic notes 6 failures, errors and faults 6.1 failure, error and fault 6.2 faults and relative correctness 6.3 contingent faults and definite faults 6.4 fault management 6.5 chapter summary 6.6 exercises 6.7 problems 6.8 bibliographic notes 7 a software testing taxonomy 7.1 the trouble with hyphenated testing 7.2 a classification scheme 7.3 testing taxonomy 7.4 exercises 7.5 bibliographic notes part iii test data generation 8 test generation concepts 8.1 test generation and target attributes 8.2 test outcomes 8.3 test generation requirements 8.4 test generation criteria 8.5 empirical adequacy assessment 8.6 chapter summary 8.7 exercises 8.8 bibliographic notes 8.9 appendix: mutation program 9 functional criteria 9.1 domain partitioning 9.2 test data generation from tabular expressions 9.3 test generation for state based systems 9.4 random test data generation 9.5 tourism as a metaphor for test data selection 9.6 chapter summary 9.7 exercises 9.8 bibliographic notes 10 structural criteria 10.1 paths and path conditions 10.2 control flow coverage 10.3 data flow coverage 10.4 fault-based test generation 10.5 chapter summary 10.6 exercises 10.7 bibliographic notes part iv test deployment and analysis 11 test oracle design 11.1 dilemmas of oracle design 11.2 from specifications to oracles 11.3 oracles for state-based products 11.4 chapter summary 11.5 exercises 12 test driver design 12.1 selecting a specification 12.2 selecting a process 12.3 selecting a specification model 12.4 testing by symbolic execution 12.5 chapter summary 12.6 exercises 12.7 bibliographic notes 13 test outcome analysis 13.1 logical claims 13.2 stochastic claims: fault density 13.3 stochastic claims: failure probability 13.4 chapter summary 13.5 exercises 13.6 problems 13.7 bibliographic notes part v management of software testing 14 metrics for software testing 14.1 fault proneness 14.2 fault detectability 14.3 error detectability 14.4 error maskability 14.5 failure avoidance 14.6 failure tolerance 14.7 an illustrative example 14.8 chapter summary 14.9 exercises 14.10 bibliographic notes 15 software testing tools 15.1 a classification scheme 15.2 scripting tools 15.3 record-and-replay tools 15.4 performance-testing tools 15.5 oracle design tools 15.6 exception discovery 15.7 collaborative tools 15.8 chapter summary 16 testing product lines 16.1 ple: a streamlined reuse model 16.2 testing issues 16.3 testing approaches 16.4 illustration 16.5 chapter summary 16.6 exercises 16.7 problems 16.8 bibliographic references bibliography index related titles advanced compter networks advanced compter networks testing computer software, 2ed testing computer software, 2ed build your own security lab: a field guide for networking testing, w/cd build your own security lab: a field guide for networking testing, w/cd security engineering, 2ed security engineering, 2ed software testing concepts and tools software testing concepts and tools principles of network and system administration, 2ed principles of network and system administration, 2ed

Author : Ali mili, fairouz tchier
Publication : Wiley
Isbn : 9788126557561
Store book number : 107
NRS 960.00
  
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