Название: Quantum-Safe Cryptography Algorithms and Approaches: Impacts of Quantum Computing on Cybersecurity
Автор: Satya Prakash Yadav, Raghuraj Singh, Vibhash Yadav
Издательство: De Gruyter
Серия: Quantum Computing
Год: 2023
Страниц: 346
Язык: английский
Формат: pdf (true), epub
Размер: 14.7 MB

Quantum computers have demonstrated that they have the inherent potential to outperform classical computers in many areas. One of the major impacts is that the currently available cryptography algorithms are bound to no longer hold once quantum computers are able to compute at full speed. This book presents an overview of all the cross-disciplinary developments in cybersecurity that are being generated by the advancements in quantum computing. Quantum computers from various established technology giants have demonstrated that they have the inherent potential to outperform classical computers in many areas. Especially in real-time analytics of big data, quantum computing (QC) has strongly established its superiority. Worldwide researchers in the past decade have built and deployed quantum computers for multiple use cases including homeland security, drug discovery, genome engineering, etc. Some researchers pursue quantum computing’s potential to unlock the secrets of physics and to facilitate the development of new chemicals to aid the welfare of the humanity. Quantum computing is being increasingly used for Artificial Intelligence (AI) applications. With clouds being proclaimed as the one-stop IT solution for business automation needs, there is a rush of deploying quantum computers in cloud environments. Quantum computing as a service (QCaaS) is the latest service offering of cloud service providers.

Название: Optimising the Software Development Process with Artificial Intelligence
Автор: Jose Raul Romero, Inmaculada Medina-Bulo, Francisco Chicano
Издательство: Springer
Год: 2023
Страниц: 349
Язык: английский
Формат: pdf (true), epub
Размер: 36.0 MB

This book offers a practical introduction to the use of Artificial Intelligence (AI) techniques to improve and optimise the various phases of the software development process, from the initial project planning to the latest deployment. All chapters were written by leading experts in the field and include practical and reproducible examples. A software development project is complex, and poses constant challenges to the professionals who supervise, plan, design, analyse, develop, and maintain it. When we think of a software project, we must think of all its phases and activities: both in those phases referring to the planning and control of the engineering project, and in the phases of the development process itself, from the specification of the requirements and the architectural design to the testing, refactoring, and maintenance of the software.

Название: Coding with Python: Create Amazing Graphics
Автор: Max Wainewright
Издательство: In Easy Steps
Год: 2022
Язык: английский
Формат: epub (true)
Размер: 13.7 MB

A new title in The QuestKids children's series that was launched by In Easy Steps in 2018, designed to make learning fun for children. Coding with Python - Create Amazing Graphics introduces coding in Python through a variety of projects. Each one teaches new coding concepts and results in some amazing graphics. Python is a powerful, text-based programming language essential to grasp for serious coding but can be dull to learn. This book focuses on inspired learning. Step-by-step, it illustrates how to use Python code to create exciting and colourful graphics - making learning Python great fun!

Название: Redefining Traffic: How AI Leads the Change
Автор: Guanghui Zhao
Издательство: World Scientific Publishing
Год: 2023
Страниц: 304
Язык: английский
Формат: pdf (true)
Размер: 12.5 MB

Advances in Artificial Intelligence (AI) have redefined research and development in many areas, particularly in the direction of engineering research, application of Machine Learning, and the use of Deep Learning in many aspects of engineering research. This book looks at the impact of AI and how it has transformed transportation in the form of Smart Traffic Management Systems in a world of unmanned systems and autonomous machines. The book explores the problems faced in air, sea and land transport and traffic. It looks into Unmanned Aerial Vehicles (UAVs), autonomous and remotely-operated ships, intelligent port management systems, and modern urban railway systems. Redefining Traffic is a reference book for researchers, engineers, and technical personnel specializing in intelligent traffic, Artificial Intelligence, Big Data, and the Internet of Things (IoT). It can also be used as a study guide for advanced undergraduates interested in AI, vehicle engineering, automation, and computing.

Название: Linear Algebra for Data Science
Автор: Moshe Haviv
Издательство: World Scientific Publishing
Год: 2023
Страниц: 257
Язык: английский
Формат: pdf (true)
Размер: 10.5 MB

This book serves as an introduction to linear algebra for undergraduate students in Data Science, statistics, Computer Science, economics, and engineering. The book presents all the essentials in rigorous (proof-based) manner, describes the intuition behind the results, while discussing some applications to Data Science along the way.The book comes with two parts, one on vectors, the other on matrices. The former consists of four vector algebra, linear independence and linear subspaces, orthonormal bases and the Gram-Schmidt process, linear functions. The latter comes with eight matrices and matrix operations, invertible matrices and matrix inversion, projections and regression, determinants, eigensystems and diagonalizability, symmetric matrices, singular value decomposition, and stochastic matrices. The book ends with the solution of exercises which appear throughout its twelve chapters. Linear algebra is linear algebra is linear algebra. So why does the title refer to Data Science? The answer is that the content of this text is what I believe is what students in Data Sciences need to know.

Название: Test-Driven Development: Extensive Tutorial
Автор: Grzegorz Gałezowski
Издательство: Leanpub
Год: 2023-07-08
Страниц: 421
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.1 MB

This ebook is an attempt to create open-source extensive tutorial on Test-Driven Development (TDD). I’m writing this book because I’m an enthusiast of Test-Driven Development (TDD). I believe that TDD is a major improvement over other software development methodologies that I have used to deliver quality software. I also believe that this is true not only for me, but for many other software developers. This raises the question: why don’t more people learn and use TDD as their software delivery method of choice? In my professional life, I haven’t seen the adoption rate to be high enough to justify the claim that TDD is now mainstream. The language of choice for code examples is C#, however, I made some exception from the typical C# code conventions.

Название: Your First Year in Code: A complete guide for new & aspiring developers (2022 Update)
Автор: Isaac Lyman
Издательство: Leanpub
Год: 2022-02-17
Страниц: 167
Язык: английский
Формат: pdf (true), epub
Размер: 15.3 MB

The goal of this book is to help you start your programming journey a year or two ahead of where we were when we started. There's a lot of how-to, a splash of career advice, and a bit of pep talk. It's a good read for Computer Science majors, dev bootcamp students, beginning devs on a self-learning path, or anyone who wants to figure out if programming is for them. More importantly, this is stuff you won't easily find elsewhere. You won't get it in a college course or a bootcamp. It won't be in the company manual for your first job. Most software books are extremely technical; this one is different. It will apply to you regardless of what sector or programming language you want to get into. It's mostly about the squishy stuff: what happens around and outside the code. This is important because writing code is only a small part of a programmer's job—researchers have found that the average programmer only writes about 25 lines of code per day. Code is really just the beginning. So what do programmers actually do? They go to meetings. They draw diagrams. They learn. They get stuck. They bang their heads on their desks. They help their teammates solve problems. They wade through an ocean of self-doubt. They field messages from tech recruiters. They update their resumes and negotiate for remote work options. They balance their three-month-old baby on one knee and a book about C++ on the other. They think methodically and ask questions nobody else has thought about.

Название: MATLAB Deep Learning Toolbox Reference (R2023a)
Автор: Mark Hudson Beale, Martin T. Hagan, Howard B. Demuth
Издательство: The MathWorks, Inc.
Год: March 2023
Страниц: 2706
Язык: английский
Формат: pdf (true)
Размер: 17.0 MB

Deep Learning Toolbox предоставляет основу для разработки и реализации глубоких нейронных сетей с алгоритмами, предварительно обученными моделями и приложениями. Вы можете использовать сверточные нейронные сети (ConvNets, CNNs) и сети с долговременной кратковременной памятью (LSTM) для классификации и регрессии изображений, временных рядов и текстовых данных. Можно создавать такие сетевые архитектуры, как генеративные состязательные сети (GAN) и сиамские сети, используя автоматическое дифференцирование, собственные циклы обучения и общие веса. Приложение Deep Network Designer позволяет проектировать, анализировать и обучать сети в графическом виде. Приложение Experiment Manager позволяет управлять несколькими экспериментами по глубокому обучению, отслеживать параметры обучения, анализировать результаты и сравнивать код разных экспериментов. Можно визуализировать активации слоев и графически отслеживать ход обучения.

Название: A First Course in Probability for Computer and Data Science
Автор: Henk Tijms
Издательство: World Scientific Publishing
Год: 2023
Страниц: 244
Язык: английский
Формат: pdf (true)
Размер: 11.3 MB

In this undergraduate text, the author has distilled the core of probabilistic ideas and methods for Computer and Data Science. The book emphasizes probabilistic and computational thinking rather than theorems and proofs. It provides insights and motivates the students by telling them why probability works and how to apply it. The unique features of the book are as follows: Bayesian probability with real-life cases in law and medicine; Logistic regression and naïve Bayes; Real-world applications of probability; Interweaving Monte Carlo simulation and probability; Gentle introduction to Markov chains and Markov chain Monte Carlo simulation. This book contains many worked examples. Numerous instructive problems scattered throughout the text are given along with problem-solving strategies. Several of the problems extend previously covered material. Answers to all problems and worked-out solutions to selected problems are also provided. Probability is the bedrock for data analysis and statistics. Students in computer and data science need a solid background in probability, especially for areas such as Machine Learning (ML) and Artificial Intelligence (AI).

Название: Программирование на Python для начинающих
Автор: Майк МакГрат
Издательство: Эксмо
Год: 2023
Страниц: 194
Язык: русский
Формат: pdf
Размер: 13.5 MB

Книга «Программирование на Python для начинающих» является исчерпывающим руководством для того, чтобы научиться программировать на языке Python. В этой книге с помощью примеров программ и иллюстраций, показывающих результаты работы кода, разбираются все ключевые аспекты языка. Установив свободно распространяемый интерпретатор Python, вы с первого же дня сможете создавать свои собственные исполняемые программы! Познакомившись с основами языка, вы перейдете к объектно-ориентированному программированию и созданию CGI-сценариев для обработки данных веб-форм, научитесь создавать графические приложения с оконным интерфейсом и распространять их на другие устройства. В обучении вам помогут готовые примеры. Книга «Программирование на Python для начинающих» идеально подойдет программистам, переключающимся на работу с другим языком, студентам и школьникам, изучающим язык Python.