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 Название: Глубокое обучение на Python, 2-е межд. издание
Автор: Франсуа Шолле
Издательство: Питер
Год: 2023
Страниц: 576
Язык: русский
Формат: pdf
Размер: 10.8 MB
Глубокое обучение быстро развивается, открывая все новые и новые возможности создания ПО. Это не только автоматический перевод текстов с одного языка на другой, распознавание изображений, но и многое другое. Книга написана для всех, кто хочет начать изучение технологии глубокого обучения с нуля или расширить уже имеющиеся знания. Инженеры, работающие в области машинного обучения, разработчики программного обеспечения и студенты найдут много ценного на страницах этого издания. Технологии глубокого обучения будут описываться максимально доступно — мы начнем с самого простого, постепенно переходя к последним достижениям. Я старался найти баланс между теорией и практикой и избегать математических формул, предпочитая объяснять основные идеи с помощью фрагментов кода и интуитивно понятных моделей. Вы увидите множество примеров программного кода с подробными комментариями, практическими рекомендациями и простыми обобщенными объяснениями всего, что нужно знать для использования глубокого обучения в решении конкретных задач. В примерах в качестве внутреннего механизма взяты фреймворк глубокого обучения Keras, написанный на Python, и библиотека TensorFlow 2. Они демонстрируют новейшие приемы их использования. | |
Разместил: Ingvar16 11-02-2023, 02:05 | Комментарии: 0 | Подробнее
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 Название: Graph-Powered Analytics and Machine Learning with TigerGraph: Driving Business Outcomes with Connected Data (10th Early Release)
Автор: Victor Lee, Phuc Kien Nguyen, Xinyu Chang
Издательство: O’Reilly Media, Inc.
Год: 2023-02-07
Страниц: 149
Язык: английский
Формат: epub
Размер: 17.4 MB
With the rapid rise of graph databases, organizations are now implementing advanced analytics and Machine Learning solutions to help drive business outcomes. This practical guide shows data scientists, data engineers, architects, and business analysts how to get started with a graph database using TigerGraph, one of the leading graph database models available. You'll explore a three-stage approach to deriving value from connected dаta: connect, analyze, and learn. Victor Lee, Xinyu Chan, and Gaurav Deshpande from TigerGraph present real use cases covering several contemporary business needs. By diving into hands-on exercises using TigerGraph Cloud, you'll quickly become proficient at designing and managing advanced analytics and Machine Learning solutions for your organization. | |
Разместил: Ingvar16 10-02-2023, 13:39 | Комментарии: 0 | Подробнее
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 Название: Python Flask for Web Development: Build Web Applications In Python Using Flask Framework
Автор: Emenwa Global
Издательство: Emenwa Global
Год: 2022
Страниц: 143
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB
Flask is a newer framework that is easier to learn for building simple web apps. That is a lovely place to start learning web development. That is why you should be happy that you are on this journey to learn how to build websites and web apps with Flask. Flask can quickly help you grow a tech project like a web app as a micro-framework. If you want to make a small app that can grow rapidly and in ways you haven’t thought of, it’s a good option. It is easy to use and has few dependencies, so it works well even as it gets bigger and bigger. Flask is a micro web framework written in Python. Python is very easy to learn, and there are lots of people that like it. It gives programmers a lot of freedom to write software how they want. It also has a lot of extensions that make adding new functionality easy. It is a program that helps you build websites. Flask helps you by giving an easy way to create new features, like spreadsheets or games. Flask allows you to do whatever you want, so you can make whatever you want. What else? Flask is free! | |
Разместил: Ingvar16 10-02-2023, 13:11 | Комментарии: 0 | Подробнее
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 Название: Python Flask and Django | Full Stack Python for Web Development: Build Web Applications in Python Using Flask and Django Frameworks
Автор: Emenwa Global
Издательство: Emenwa Global
Год: 2022
Страниц: 280
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
Full stack developers are hard to find these days! You are among a tiny percentage that will stand out as a professional web developer. As technology advances, the technological world undergoes rapid change. The days when a developer can easily keep a job with only one programming language for years without picking up new skills are long gone. Many of us enter the world of programming and web development knowing only one or two technologies, like Java, C++, or jаvascript, but that is no longer enough. Two ways that people can use a computer to make websites are Django and Flask. Web developers use two different programs to create sites and web apps. These two programs are called frameworks, and they help people make fun, cool sites that look nice and run fast. Django is one of the top frameworks because it is open source and works well. | |
Разместил: Ingvar16 10-02-2023, 12:27 | Комментарии: 0 | Подробнее
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 Название: Computational Intelligence in Medical Decision Making and Diagnosis: Techniques and Applications
Автор: Sitendra Tamrakar, Shruti Bhargava Choubey, Abhishek Choubey
Издательство: CRC Press
Год: 2023
Страниц: 286
Язык: английский
Формат: pdf (true)
Размер: 10.05 MB
Computation Intelligence (CI) paradigms, including artificial neural networks, fuzzy systems, evolutionary computing techniques, and intelligent agents, form the basis of making clinical decisions. This book explains different aspects of the current research on CI technologies applied in the field of medical diagnosis. It discusses critical issues related to medical diagnosis, like uncertainties in the medical domain, problems in the medical data, especially dealing with time-stamped data, and knowledge acquisition. The present book includes basic as well as hybrid CI techniques that have been used in recent years so as to know the current trends in medical diagnosis domain. It also presents the merits and demerits of different techniques in general as well as application-specifc context. | |
Разместил: Ingvar16 10-02-2023, 11:52 | Комментарии: 0 | Подробнее
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 Название: Implementing Parallel and Distributed Systems
Автор: Alireza Poshtkohi, M.B. Ghaznavi-Ghoushchi
Издательство: CRC Press
Год: 2023
Страниц: 426
Язык: английский
Формат: pdf (true)
Размер: 22.1 MB
Parallel and distributed systems (PADS) have evolved from the early days of computational science and supercomputers to a wide range of novel computing paradigms, each of which is exploited to tackle specific problems or application needs, including distributed systems, parallel computing, and cluster computing, generally called high-performance computing (HPC). Grid, Cloud, and Fog computing patterns are the most important of these PADS paradigms, which share common concepts in practice. This book covers parallel programming models, techniques, tools, development frameworks, and advanced concepts of parallel computer systems used in the construction of distributed and HPC systems. It specifies a roadmap for developing high-performance client-server applications for distributed environments and supplies step-by-step procedures for constructing a native and object-oriented C++ platform. | |
Разместил: Ingvar16 10-02-2023, 09:18 | Комментарии: 0 | Подробнее
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 Название: Comprehensive Metaheuristics: Algorithms and Applications
Автор: Seyedali Mirjalili, Amir H. Gandomi
Издательство: Academic Press/Elsevier
Год: 2023
Страниц: 468
Язык: английский
Формат: pdf (true)
Размер: 22.0 MB
Comprehensive Metaheuristics: Algorithms and Applications presents the foundational underpinnings of metaheuristics and a broad scope of algorithms and real-world applications across a variety of research fields. The book starts with fundamentals, mathematical prerequisites, and conceptual approaches to provide readers with a solid foundation. After presenting multi-objective optimization, constrained optimization, and problem formation for metaheuristics, world-renowned authors give readers in-depth understanding of the full spectrum of algorithms and techniques. Scientists, researchers, academicians, and practitioners who are interested in optimizing a process or procedure to achieve a goal will benefit from the case studies of real-world applications from different domains. The book takes a much-needed holistic approach, putting the most widely used metaheuristic algorithms together with an in-depth treatise on multi-disciplinary applications of metaheuristics. | |
Разместил: Ingvar16 9-02-2023, 19:19 | Комментарии: 0 | Подробнее
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 Название: Agile Software Development: Trends, Challenges and Applications
Автор: Susheela Hooda, Vandana Mohindru Sood, Yashwant Singh, Sandeep Dalal
Издательство: Wiley-Scrivener
Год: 2023
Страниц: 388
Язык: английский
Формат: pdf (true)
Размер: 11.0 MB
A unique title that introduces the whole range of Agile software development processes from the fundamental concepts to the highest levels of applications such as requirement analysis, software testing, quality assurance, and risk management. Agile Software Development (ASD) has become a popular technology because its methods apply to any programming paradigm. It is important in the software development process because it emphasizes incremental delivery, team collaboration, continuous planning, and learning over delivering everything at once near the end. Agile has gained popularity as a result of its use of various frameworks, methods, and techniques to improve software quality. Scrum is a major agile framework that has been widely adopted by the software development community. Metaheuristic techniques have been used in the agile software development process to improve software quality and reliability. These techniques not only improve quality and reliability but also test cases, resulting in cost-effective and time-effective software. With the use of diverse techniques, guiding principles, Artificial Intelligence, soft computing, and Machine Learning, this book seeks to study theoretical and technological research findings on all facets of ASD. | |
Разместил: Ingvar16 9-02-2023, 19:09 | Комментарии: 0 | Подробнее
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 Название: Coding Interviews: Advanced Guide to Help You Excel at Coding Interviews
Автор: Logan Pratt
Издательство: Independently published
Год: 2022
Страниц: 180
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB
The ultimate guide to help you ace your coding interview! Coding interviews really are just interviews for a job, but they differ in that they are incredibly technical, and you need to know how to solve programs, turn your solutions into working code and make sure your solution is the best it can be – without making any mistakes. Coding interviews are typically several rounds, and each round needs its own specific preparation. You have no idea what questions you are likely to be asked, which is why I have written his guide. What is the best programming language to use in your coding interview? And does it even matter which one you use? The short answer to that is yes, it does matter. Most companies will allow you to use a programming language of your choice unless they use a specific one. The only real exception to that is Google, where candidates must choose between Python, Java, jаvascript, and C++. However, the language you choose can impact your performance more than you would believe possible. This is why choosing the right programming language at the start of your interview preparation is critical, as is using it regularly to get used to it. | |
Разместил: Ingvar16 9-02-2023, 11:49 | Комментарии: 0 | Подробнее
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 Название: Machine Learning and Deep Learning in Computational Toxicology
Автор: Huixiao Hong
Издательство: Springer
Год: 2023
Страниц: 654
Язык: английский
Формат: pdf (true)
Размер: 19.5 MB
This book is a collection of Machine Learning and Deep Learning algorithms, methods, architectures, and software tools that have been developed and widely applied in predictive toxicology. It compiles a set of recent applications using state-of-the-art Machine Learning and Deep Learning techniques in analysis of a variety of toxicological endpoint data. The contents illustrate those Machine Learning and Deep Learning algorithms, methods, and software tools and summarise the applications of Machine Learning and Deep Learning in predictive toxicology with informative text, figures, and tables that are contributed by the first tier of experts. One of the major features is the case studies of applications of Machine Learning and Deep Learning in toxicological research that serve as examples for readers to learn how to apply Machine Learning and Deep Learning techniques in predictive toxicology. This book is expected to provide a reference for practical applications of Machine Learning and Deep Learning in toxicological research. | |
Разместил: Ingvar16 9-02-2023, 10:17 | Комментарии: 0 | Подробнее
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