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 Название: Building Virtual Machine Labs: A Hands-on Guide 2nd Edition
Автор: Tony Robinson
Издательство: Tony Robinson
Год: 2021
Формат: PDF
Страниц: 1085
Размер: 29 Mb
Язык: English
Most Information Technology professionals agree that virtualization is vital, as it provides a safe and malleable work environment with which to learn and experiment. The only downside is that virtualization can be extremely daunting to learn, and even harder to set up with strong security controls. There is a plethora of knowledge on how to build home labs, but it can be difficult to find. The premise of this book is to provide students a hands-on, go-to resource for building a secure, customizable lab environment.
Readers will choose one of five hypervisors for building their baseline lab environment, and will be guided through performing all of the necessary setup tasks. This allows students to become more familiar with virtualization technologies, gain mastery over their chosen hypervisor, and design a safe and secure virtual lab environment for further endeavors.
The second edition of this work covers new technologies, and adds an additional 400 pages of guidance and extra content over the first edition. | |
Разместил: vitvikvas 12-10-2021, 10:22 | Комментарии: 0 | Подробнее
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 Название: Person Re-Identification with Limited Supervision
Автор: Rameswar Panda, Amit K Roy-Chowdhury
Издательство: Morgan & Claypool
Серия: Synthesis Lectures on Computer Vision
Год: 2021
Страниц: 100
Язык: английский
Формат: pdf (true)
Размер: 10.16 MB
Person re-identification is a very fast-growing field of research. This book considers a specific aspect of this problem, i.e., how to learn re-identification models with limited supervision. This is related to research in Machine Learning (ML) on developing unsupervised to weakly supervised approaches, given the huge effort required in supervision. While the book tries to provide an overview of the work in this area, it does not claim to be an exhaustive review of every possible paper in a very fast-developing area of research. Rather, it focuses on a set of specific research directions in learning re-identification models with limited supervision. In order to highlight some of the research trends, the book identifies some specific topics of interest. These are chosen so as to lead the reader to increasingly complex ideas.
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Разместил: Ingvar16 11-10-2021, 20:13 | Комментарии: 0 | Подробнее
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 Название: Spring Boot with React and AWS: Learn to Deploy a Full Stack Spring Boot React Application to AWS
Автор: Ravi Kant Soni, Namrata Soni
Издательство: Apress
Год: 2021
Формат: PDF
Страниц: 236
Размер: 13 Mb
Язык: English
Create and deploy full-stack Spring Boot applications with React and AWS. This practical and authoritative guide teaches you the fundamentals of Amazon Web Services with no prior experience.
You will start by learning the fundamentals of AWS, including EC2, S3, IAM, and load balancer. Next, you will learn to deploy a Spring Boot REST API to AWS with Elastic Beanstalk, which will give you the ability to build and deploy a Spring Boot application. You will explore the RDS relational database and create an instance of a MySQL database in AWS with RDS.
You will then deploy a Spring Boot application to MySQL in AWS and deploy a full-stack Spring Boot React application to AWS using Elastic Beanstalk and S3. Lastly, you will be introduced to ELB, CloudWatch, and Route 53. By the end of this book you will understand full-stack Spring Boot React applications and their deployment. If you prefer "learning by coding" then Spring Boot with React and AWS is the book for you. | |
Разместил: vitvikvas 11-10-2021, 16:24 | Комментарии: 0 | Подробнее
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 Название: Algorithms on Trees and Graphs: With Python Code, Second Edition
Автор: Gabriel Valiente
Издательство: Springer
Год: 2021
Страниц: 392
Язык: английский
Формат: pdf (true), epub
Размер: 41.1 MB
Graph algorithms is a well-established subject in mathematics and computer science. Beyond classical application fields, like approximation, combinatorial optimization, graphics, and operations research, graph algorithms have recently attracted increased attention from computational biology, bioinformatics, and computational chemistry. This textbook introduces graph algorithms on an intuitive basis followed by a detailed exposition using structured pseudocode, with correctness proofs as well as worst-case analyses. Centered around the fundamental issue of graph isomorphism, the content goes beyond classical graph problems of shortest paths, spanning trees, flows in networks, and matchings in bipartite graphs. Advanced algorithmic results and techniques of practical relevance are presented in a coherent and consolidated way. | |
Разместил: Ingvar16 11-10-2021, 14:12 | Комментарии: 0 | Подробнее
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 Название: AI Assistants
Автор: Roberto Pieraccini
Издательство: The MIT Press
Год: 2021
Страниц: 290
Язык: английский
Формат: pdf (true), epub
Размер: 10.2 MB
An accessible explanation of the technologies that enable such popular voice-interactive applications as Alexa, Siri, and Google Assistant. Have you talked to a machine lately? Asked Alexa to play a song, asked Siri to call a friend, asked Google Assistant to make a shopping list? This volume in the MIT Press Essential Knowledge series offers a nontechnical and accessible explanation of the technologies that enable these popular devices. Roberto Pieraccini, drawing on more than thirty years of experience at companies including Bell Labs, IBM, and Google, describes the developments in such fields as artificial intelligence, machine learning, speech recognition, and natural language understanding that allow us to outsource tasks to our ubiquitous virtual assistants.
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Разместил: Ingvar16 11-10-2021, 11:46 | Комментарии: 0 | Подробнее
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 Название: Learning Deep Learning: Theory and Practice of Neural Networks, Computer Vision, NLP, and Transformers using TensorFlow
Автор: Magnus Ekman
Издательство: Addison-Wesley Professional
Год: 2022
Формат: True PDF, ePUB
Страниц: 747
Размер: 10 Mb, 43 Mb
Язык: English
Learning Deep Learning is a complete guide to deep learning with TensorFlow, the #1 Python library for building these breakthrough applications. Illuminating both the core concepts and the hands-on programming techniques needed to succeed, this book is ideal for developers, data scientists, analysts, and others--including those with no prior machine learning or statistics experience.
After introducing the essential building blocks of deep neural networks, Magnus Ekman shows how to use fully connected feedforward networks and convolutional networks to solve real problems, such as predicting housing prices or classifying images. You'll learn how to represent words from a natural language, capture semantics, and develop a working natural language translator. With that foundation in place, Ekman then guides you through building a system that inputs images and describes them in natural language. | |
Разместил: vitvikvas 11-10-2021, 11:14 | Комментарии: 0 | Подробнее
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 Название: Intro to Python for Computer Science and Data Science: Learning to Program with AI, Big Data and The Cloud, Global Edition
Автор: Paul Deitel, Harvey Deitel
Издательство: Pearson
Год: 2022
Формат: PDF
Страниц: 882
Размер: 49,2 Mb
Язык: English
A groundbreaking, flexible approach to computer science anddata science The Deitels' Introduction to Python for ComputerScience and Data Science: Learning to Program with AI, Big Data and the Cloudoffers a unique approach to teaching introductory Python programming,appropriate for both computer-science and data-science audiences. Providing themost current coverage of topics and applications, the book is paired withextensive traditional supplements as well as Jupyter Notebooks supplements.Real-world datasets and artificial-intelligence technologies allow students towork on projects making a difference in business, industry, government andacademia. Hundreds of examples, exercises, projects (EEPs) and implementationcase studies give students an engaging, challenging and entertainingintroduction to Python programming and hands-on data science. The book's modular architecture enables instructors toconveniently adapt the text to a wide range of computer-science anddata-science courses offered to audiences drawn from many majors.Computer-science instructors can integrate as much or as little data-scienceand artificial-intelligence topics as they'd like, and data-science instructorscan integrate as much or as little Python as they'd like. | |
Разместил: vitvikvas 11-10-2021, 10:58 | Комментарии: 0 | Подробнее
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 Название: Introduction to Java Programming and Data Structures, Comprehensive Version, Global Edition, 12th Edition
Автор: Y. Daniel Liang
Издательство: Pearson
Год: 2022
Формат: PDF
Страниц: 1241
Размер: 99 Mb
Язык: English
For courses in Java Programming. A fundamentals-first introduction to basic programming concepts andtechniques Introduction to Java Programming and Data Structures seamlessly integrates programming, data structures,and algorithms into one text. With a fundamentals-first approach, the textbuilds a strong foundation of basic programming concepts and techniques beforeteaching students object-oriented programming and advanced Java programming.Liang explains programming in a problem-driven way that focuses on problemsolving rather than syntax, illustrating basic concepts by example andproviding a large number of exercises with various levels of difficulty forstudents to practice. The 12th Edition is completely revised in everydetail to enhance clarity, presentation, content, examples, and exercises. | |
Разместил: vitvikvas 11-10-2021, 10:51 | Комментарии: 0 | Подробнее
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Название: Учимся программировать с примерами на Python
Автор: Фримен Эрик
Издательство: Диалектика
Год: 2020
Формат: pdf
Страниц: 642
Для сайта: Mirknig.su
Размер: 115,4 Мб
Язык: русский
В мире современных технологий все вокруг нас становится взаимосвязанным, настраиваемым, программируемым и в каком-то смысле компьютерным. Можно оставаться пассивным наблюдателем, а можно научиться программировать. Самое главное - это начать думать как программист. С помощью этой книги вы освоите свой первый язык программирования и узнаете, как заставить компьютер выполнять ваши команды. На примере языка Python вы пошагово изучите базовые концепции программирования и многие фундаментальные темы компьютерных наук, включая структуры данных, файлы, объекты, рекурсию и модульную организацию приложений. | |
Разместил: relizer 10-10-2021, 19:41 | Комментарии: 0 | Подробнее
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 Название: D, the Best Programming Language, for Former Python Developers : Learn D Programming for Python Developers
Автор: Victor Porton
Издательство: Leanpub
Год: 2020-12-31
Страниц: 333
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB
A book about D programming language or DLang for Python programmers. “There is no best programming language”, they say. There is, for most applications it is D. The book starts from a comparison of D to Python and teaches all important features of D. D has all the features of Python but speed comparable to C and reliability comparable to Ada! D programming language or DLang for Python programmers: rapid software development of high performance software and a reliable software technology. “There is no best programming language”, they say. There is, for most applications it is D.
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Разместил: Ingvar16 10-10-2021, 19:31 | Комментарии: 0 | Подробнее
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