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 Название: Software Engineering and Data Science
Автор: Davide Tosi
Издательство: MDPI
Год: 2023
Страниц: 134
Язык: английский
Формат: pdf (true)
Размер: 14.6 MB
This book focuses on data-driven software solutions and their impact on research and development at the academic, industry, business, and government levels to exploit the hidden knowledge and big data that can be offered to cities and citizens in the future. Data-driven software solutions are different from "traditional" software development projects, as the focus of the main development core is on managing the data (e.g., data store and data quality) and designing behavioral models with the aid of Artificial Intelligence and Machine Learning techniques. To this end, new life cycles, algorithms, methods, processes, and tools are required. This reprint is centered on the recent trends and advancements in the field of engineering data-intensive software solutions to address the challenges in developing, testing, and maintaining such data-driven systems, with a focus on the application of data-driven solutions to real-life problems and techniques and algorithms addressing the different challenges of data-driven software engineering. | |
Разместил: Ingvar16 8-08-2023, 06:20 | Комментарии: 0 | Подробнее
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 Название: Personalized Human-Computer Interaction, 2nd edition
Автор: Mirjam Augstein, Eelco Herder, Wolfgang Worndl
Издательство: De Gruyter
Год: 2023
Страниц: 376
Язык: английский
Формат: pdf (true), epub
Размер: 42.0 MB
Personalized and adaptive systems employ user models to adapt content, services, interaction or navigation to individual users’ needs. User models can be inferred from implicitly observed information, such as the user’s interaction history or current location, or from explicitly entered information, such as user profile data or ratings. Applications of personalization include item recommendation, location-based services, learning assistance and the tailored selection of interaction modalities. With the transition from desktop computers to mobile devices and ubiquitous environments, the need for adapting to changing contexts is even more important. However, this also poses new challenges concerning privacy issues, user control, transparency, and explainability. In addition, user experience and other human factors are becoming increasingly important. Recommender systems aim at facilitating users’ search and decision-making when they are faced with a large number of available options, such as buying products online or selecting music tracks to listen to. A broad range of Machine Learning models and algorithms has been developed that aim at predicting users’ assessment of unseen items and at recommending items that best match their interests. | |
Разместил: Ingvar16 8-08-2023, 04:40 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: Ingvar16 8-08-2023, 04:03 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: Ingvar16 7-08-2023, 21:53 | Комментарии: 0 | Подробнее
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 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! | |
Разместил: Ingvar16 7-08-2023, 21:19 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: Ingvar16 7-08-2023, 19:18 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: Ingvar16 7-08-2023, 14:48 | Комментарии: 0 | Подробнее
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Название: Машинное обучение. Погружение в технологию
Автор: Артем Демиденко
Издательство: Литрес
Год: 2023
Формат: pdf, rtf
Размер: 10 Мб
Страниц: 110
Язык: Русский
Практическое руководство, предназначенное для всех, кто хочет войти в мир машинного обучения и освоить его основы. Авторы книги предлагают читателям увлекательное путешествие в эту захватывающую область, начиная с основных концепций и принципов машинного обучения и заканчивая практическими навыками построения и обучения моделей. Внутри книги читатели найдут понятные объяснения ключевых алгоритмов машинного обучения, таких как регрессия, классификация, кластеризация и глубокое обучение. Они узнают, как подготовить данные для обучения моделей, как выбрать и настроить подходящие алгоритмы, а также как оценивать и улучшать производительность моделей.
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Разместил: tanyavip1 7-08-2023, 12:26 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: Ingvar16 7-08-2023, 05:53 | Комментарии: 0 | Подробнее
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 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. | |
Разместил: Ingvar16 6-08-2023, 21:36 | Комментарии: 0 | Подробнее
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