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Название: Applied Machine Learning and AI for Engineers: Solve Business Problems That Can’t Be Solved Algorithmically (Second Early Release)
Автор: Jeff Prosise
Издательство: O’Reilly Media, Inc.
Год: 2022-09-12
Страниц: 207
Язык: английский
Формат: epub (true), mobi
Размер: 16.3 MB

Many introductory guides to AI are mathematics books in disguise. This one mostly eschews the math. Instead, author Jeff Prosise helps engineers and software developers build an intuitive understanding of AI to solve business problems. Need to create a system to detect defective parts coming off an assembly line? This practical book teaches you the skills necessary to put AI and Machine Learning (ML) to work at your company. This book contains numerous code samples that you can run to reinforce the concepts presented in each chapter. Most are written in Python and use popular open-source libraries such as Scikit-learn, Keras, and TensorFlow. All are available in a public GitHub repo.

Название: Learning Scala. Practical Functional Programming for the JVM
Автор(ы): Swartz J.
Издательство: O’Reilly
Год: 2015
Страниц: 255
Формат: PDF
Размер: 10 Мб
Язык: English

This book is meant for developers who have worked in object-oriented languages such as Java, Ruby, or Python and are interested in improving their craft by learning Scala. Java developers will recognize the core object-oriented, static typing and generic collections in Scala. However, they may be challenged to switch to Scala’s more expressive and flexible syntax, and the use of immutable data and function literals to solve problems. Ruby and Python developers will be familiar with the use of function literals (aka closures or blocks) to work with collections, but may be challenged with its static, generic-supporting type system.

Название: System Assurances: Modeling and Management (Emerging Methodologies and Applications in Modelling, Identification and Control)
Автор: Prashant Johri, Adarsh Anand, Juri Vain
Издательство: Academic Press/Elsevier
Год: 2022
Страниц: 581
Язык: английский
Формат: pdf (true)
Размер: 22.7 MB

System Assurances: Modeling and Management updates on system assurance and performance methods using advanced analytics and understanding of software reliability growth modeling from today’s debugging team’s point-of-view, along with information on preventive and predictive maintenance and the efficient use of testing resources. The book presents the rapidly growing application areas of systems and software modeling, including intelligent synthetic characters, human-machine interface, menu generators, user acceptance analysis, picture archiving and software systems. At present, many OSS (open source software) are used in many software development organizations. Also, many commercial software have been developed by embedding several OSS components because of standardization, cost reduction, quick delivery, etc. Various methods for software reliability assessment of OSS system have been proposed by several researchers. Moreover, many OSS systems have used the fault tracking systems such as the Bugzilla.

Название: Efficient Go: Data-Driven Performance Optimizations (Sixth Early Release)
Автор: Bartlomiej Plotka
Издательство: O’Reilly Media, Inc.
Год: 2022-09-12
Страниц: 523
Язык: английский
Формат: epub (true), mobi
Размер: 14.5 MB

Software engineers today typically put performance optimizations low on the list of development priorities. But despite significant technological advancements and lower-priced hardware, software efficiency still matters. With this book, Go programmers will learn how to approach performance topics for applications written in this open source language. Go is efficient, scalable, and productive. Some programmers find it fun to work in; others find it unimaginative, even boring, ... those are not contradictory positions. Go was designed to address the problems faced in software development at Google, which led to a language that is not a breakthrough research language but is nonetheless an excellent tool for engineering large software projects. I am a huge fan of the Go programming language.

Название: Quantum Key Distribution Networks: A Quality of Service Perspective
Автор: Miralem Mehic, Stefan Rass, Peppino Fazio
Издательство: Springer
Год: 2022
Страниц: 232
Язык: английский
Формат: pdf (true), epub
Размер: 28.3 MB

This book focuses on practical implementation details, telecommunication techniques, security and technology challenges and approaches to implementing quantum technology in modern telecommunication systems. Through numerous information on practical solutions, simulation examples, illustrations, and analysis, readers can easily distinguish the specificity of quantum technology and understand the challenges and methods of practical implementation of quantum cryptography in common telecommunications standards. Researchers working in quantum technology and applied networking security as well as advanced-level students studying computer science and electrical engineering will benefit from this book. Professionals working within these related fields will also benefit from this book.

Название: Applications of Computational Intelligence in Multi-Disciplinary Research
Автор: Ahmed A. Elngar, Rajdeep Chowdhury, Valentina Emilia Balas
Издательство: Academic Press/Elsevier
Год: 2022
Страниц: 212
Язык: английский
Формат: pdf (true)
Размер: 15.4 MB

Applications of Computational Intelligence in Multi-Disciplinary Research provides the readers with a comprehensive handbook for applying the powerful principles, concepts, and algorithms of Computational Intelligence (CI) to a wide spectrum of research cases. The book covers the main approaches used in Computational Intelligence, including fuzzy logic, neural networks, evolutionary computation, learning theory, and probabilistic methods, all of which can be collectively viewed as soft computing. Other key approaches included are swarm intelligence and artificial immune systems. These approaches provide researchers with powerful tools for analysis and problem-solving when data is incomplete and when the problem under consideration is too complex for standard mathematics and the crisp logic approach of Boolean computing. Computational intelligence (CI) is a paradigm of natural environment-inspirited computational methodologies, which provides solutions to strenuous real-life problems where mathematical and traditional modeling are rendered useless.

Название: Python Data Science Handbook, 2nd Edition (Early Release)
Автор: Jake VanderPlas
Издательство: O’Reilly Media
Год: 2022-09-12: Fourth Release
Формат: ePUB
Размер: 10 Mb
Язык: English

Python is a first-class tool for many researchers, primarily because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the new edition of Python Data Science Handbook do you get them all--IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.

Название: Modern Survey Analysis: Using Python for Deeper Insights
Автор: Walter R. Paczkowski
Издательство: Springer
Год: 2022
Формат: PDF
Страниц: 365
Размер: 15,6 Mb
Язык: English

This book develops survey data analysis tools in Python, to create and analyze cross-tab tables and data visuals, weight data, perform hypothesis tests, and handle special survey questions such as Check-all-that-Apply. In addition, the basics of Bayesian data analysis and its Python implementation are presented. Since surveys are widely used as the primary method to collect data, and ultimately information, on attitudes, interests, and opinions of customers and constituents, these tools are vital for private or public sector policy decisions.

Название: Game Programming with Open 3D Engine
Автор(ы): Oleksandr Lozitskiy
Издательство: Independently published
Год: 2022
Страниц: 349
Формат: PDF
Размер: 36 Мб
Язык: english

Learning how to create games in a new game engine is a difficult task. It is easy to get bogged down in details. This book is written with an idea that the best way to teach an engine is by gradually introducing topics one element at a time, just enough to get you past the task at hand. Then we loop back and introduce deeper systems involved once you have enough context to understand why you need them.

Название: Engineering a Compiler, 3rd Edition
Автор: Linda Torczon, Keith D. Cooper
Издательство: Morgan Kaufmann
Год: 2023
Формат: PDF
Страниц: 848
Размер: 13,7 Mb
Язык: English

Engineering a Compiler, Third Edition covers the latest developments in compiler technology, with new chapters focusing on semantic elaboration (the problems that arise in generating code from the ad-hoc syntax-directed translation schemes in a generated parser), on runtime support for naming and addressability, and on code shape for expressions, assignments and control-structures.Leading educators and researchers, Keith Cooper and Linda Torczon, have revised this popular text with a fresh approach to learning important techniques for constructing a modern compiler, combining basic principles with pragmatic insights from their own experience building state-of-the-art compilers.