📚Linux All-In-One For Dummies, 6th Edition
✍🏻Emmett Dulaney (2018)
▪️8 mini books chock full of Linux!
Inside, over 800 pages of Linux topics are organized into eight task-oriented mini books that help you understand all aspects of the latest OS distributions of the most popular open-source operating system in use today. Topics include getting up and running with basics, desktops, networking, internet services, administration, security, scripting, Linux certification, and more.
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✍🏻Emmett Dulaney (2018)
▪️8 mini books chock full of Linux!
Inside, over 800 pages of Linux topics are organized into eight task-oriented mini books that help you understand all aspects of the latest OS distributions of the most popular open-source operating system in use today. Topics include getting up and running with basics, desktops, networking, internet services, administration, security, scripting, Linux certification, and more.
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📚Building Machine Learning Powered Applications: Going From Idea to Product
✍🏻Emmanuel Ameisen (2020)
▪️Learn the skills necessary to design, build, and deploy applications powered by machine learning. Through the course of this hands-on book, you’ll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers with little or no ML experience will learn the tools, best practices, and challenges involved in building a real-world ML application step-by-step.
Author Emmanuel Ameisen, who worked as a data scientist at Zipcar and led Insight Data Science’s AI program, demonstrates key ML concepts with code snippets, illustrations, and screenshots from the book’s example application.
The first part of this guide shows you how to plan and measure success for an ML application. Part II shows you how to build a working ML model, and Part III explains how to improve the model until it fulfills your original vision. Part IV covers deployment and monitoring strategies.
This book will help you:
Determine your product goal and set up a machine learning problem
Build your first end-to-end pipeline quickly and acquire an initial dataset
Train and evaluate your ML model and address performance bottlenecks
Deploy and monitor models in a production environment
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✍🏻Emmanuel Ameisen (2020)
▪️Learn the skills necessary to design, build, and deploy applications powered by machine learning. Through the course of this hands-on book, you’ll build an example ML-driven application from initial idea to deployed product. Data scientists, software engineers, and product managers with little or no ML experience will learn the tools, best practices, and challenges involved in building a real-world ML application step-by-step.
Author Emmanuel Ameisen, who worked as a data scientist at Zipcar and led Insight Data Science’s AI program, demonstrates key ML concepts with code snippets, illustrations, and screenshots from the book’s example application.
The first part of this guide shows you how to plan and measure success for an ML application. Part II shows you how to build a working ML model, and Part III explains how to improve the model until it fulfills your original vision. Part IV covers deployment and monitoring strategies.
This book will help you:
Determine your product goal and set up a machine learning problem
Build your first end-to-end pipeline quickly and acquire an initial dataset
Train and evaluate your ML model and address performance bottlenecks
Deploy and monitor models in a production environment
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📚Python Basics: A Self-Teaching Introduction
✍🏻H. Bhasin (2019)
▪️This book is designed for use as a primary introduction to Python and can be used as an introductory text or as a resource for professionals in industry. The book has been divided into four sections. The first section deals with the language fundamentals, primarily the procedural part of the language, the second introduces the object-oriented paradigms, the third section deals with data structures, and the last is devoted to advanced topics like handling multi-dimensional arrays using NumPy and visualization using Matplotlib. Regular expressions and multi-threading have been introduced in the appendices.
▪️FEATURES
• Includes sections dedicated to data structures
• Offers in-depth treatment of topics such as classes, inheritance, BST, and NumPy
• Introduces topics like Matplotlib and PIL
• Contains exercises for practice and a review of essential programming concepts
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✍🏻H. Bhasin (2019)
▪️This book is designed for use as a primary introduction to Python and can be used as an introductory text or as a resource for professionals in industry. The book has been divided into four sections. The first section deals with the language fundamentals, primarily the procedural part of the language, the second introduces the object-oriented paradigms, the third section deals with data structures, and the last is devoted to advanced topics like handling multi-dimensional arrays using NumPy and visualization using Matplotlib. Regular expressions and multi-threading have been introduced in the appendices.
▪️FEATURES
• Includes sections dedicated to data structures
• Offers in-depth treatment of topics such as classes, inheritance, BST, and NumPy
• Introduces topics like Matplotlib and PIL
• Contains exercises for practice and a review of essential programming concepts
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⚙️Секреты Python Pro
✍🏻Хиллард Д. (2021)
▪️Книга «Секреты Python Pro» научит проектировать ПО и писать качественный код, то есть делать его понятным, сопровождаемым и расширяемым.
Дейн Хиллард — профессиональный питонист, — с помощью примеров и упражнений он покажет вам как разбивать код на блоки, повышать качество за счет снижения сложности и т. д. Только освоив основополагающие принципы, вы сможете сделать так, чтобы чтение, сопровождение и переиспользование вашего кода не доставляло проблем ни вам ни вашим коллегам.
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✍🏻Хиллард Д. (2021)
▪️Книга «Секреты Python Pro» научит проектировать ПО и писать качественный код, то есть делать его понятным, сопровождаемым и расширяемым.
Дейн Хиллард — профессиональный питонист, — с помощью примеров и упражнений он покажет вам как разбивать код на блоки, повышать качество за счет снижения сложности и т. д. Только освоив основополагающие принципы, вы сможете сделать так, чтобы чтение, сопровождение и переиспользование вашего кода не доставляло проблем ни вам ни вашим коллегам.
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📚JavaScript: The Definitive Guide: Master the World's Most-Used Programming Language
✍🏻David Flanagan (2020)
▪️JavaScript is the programming language of the web and is used by more software developers today than any other programming language. For nearly 25 years this best seller has been the go-to guide for JavaScript programmers. The seventh edition is fully updated to cover the 2020 version of JavaScript, and new chapters cover classes, modules, iterators, generators, Promises, async/await, and metaprogramming. You’ll find illuminating and engaging example code throughout.
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✍🏻David Flanagan (2020)
▪️JavaScript is the programming language of the web and is used by more software developers today than any other programming language. For nearly 25 years this best seller has been the go-to guide for JavaScript programmers. The seventh edition is fully updated to cover the 2020 version of JavaScript, and new chapters cover classes, modules, iterators, generators, Promises, async/await, and metaprogramming. You’ll find illuminating and engaging example code throughout.
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📚Introduction to Python Programming
✍🏻Gowrishankar S., Veena A. (2019)
▪️This book presents an intuitive approach to the concepts of Python Programming for
students. It is appropriate for courses generally known as “Introduction to Python
Programming.” We have tried to write a book that assists students in discovering the
power of Python programming. We have taken into account the reality that students taking
“Introduction to Python Programming” course are likely to come from a variety of disciplines.
In addition to Computer Science majors, there tend to be students from other
majors like other engineering streams, physics, chemistry, biology, environmental science,
geography, economics, psychology and business.
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✍🏻Gowrishankar S., Veena A. (2019)
▪️This book presents an intuitive approach to the concepts of Python Programming for
students. It is appropriate for courses generally known as “Introduction to Python
Programming.” We have tried to write a book that assists students in discovering the
power of Python programming. We have taken into account the reality that students taking
“Introduction to Python Programming” course are likely to come from a variety of disciplines.
In addition to Computer Science majors, there tend to be students from other
majors like other engineering streams, physics, chemistry, biology, environmental science,
geography, economics, psychology and business.
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📚Deep Learning with JavaScript: Neural networks in TensorFlow.js
✍🏻Shanqing Cai, Stan Bileschi, Eric Nielsen (2020)
👁🗨Deep learning has transformed the fields of computer vision, image processing, and natural language applications. Thanks to TensorFlow.js, now JavaScript developers can build deep learning apps without relying on Python or R. Deep Learning with JavaScript shows developers how they can bring DL technology to the web. Written by the main authors of the TensorFlow library, this new book provides fascinating use cases and in-depth instruction for deep learning apps in JavaScript in your browser or on Node.
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✍🏻Shanqing Cai, Stan Bileschi, Eric Nielsen (2020)
👁🗨Deep learning has transformed the fields of computer vision, image processing, and natural language applications. Thanks to TensorFlow.js, now JavaScript developers can build deep learning apps without relying on Python or R. Deep Learning with JavaScript shows developers how they can bring DL technology to the web. Written by the main authors of the TensorFlow library, this new book provides fascinating use cases and in-depth instruction for deep learning apps in JavaScript in your browser or on Node.
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📚Удаленный сервер своими руками. От азов создания до практической работы.
✍🏻Левицкий Н. Д. (2021)
▪️Эта книга поможет вам самостоятельно освоить полный цикл создания своего собственного выделенного сервера: от установки операционной системы (для удобства это будет Linux) на сервер до настройки и администрирования.
Будет подробно рассказано: как выполнить первоначальную настройку сервера; как использовать командную строку; вы узнаете, как настраивать сетевые интерфейсы сервера; поговорим о маршрутизации и настройке брандмауэра; как пользоваться удаленным входом в систему по ssh; как настаивать файловый сервер FTP; что такое DHCP-сервер и как подключаться к Windows-инфраструктуре; как повысить производительность сервера и многое другое.
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✍🏻Левицкий Н. Д. (2021)
▪️Эта книга поможет вам самостоятельно освоить полный цикл создания своего собственного выделенного сервера: от установки операционной системы (для удобства это будет Linux) на сервер до настройки и администрирования.
Будет подробно рассказано: как выполнить первоначальную настройку сервера; как использовать командную строку; вы узнаете, как настраивать сетевые интерфейсы сервера; поговорим о маршрутизации и настройке брандмауэра; как пользоваться удаленным входом в систему по ssh; как настаивать файловый сервер FTP; что такое DHCP-сервер и как подключаться к Windows-инфраструктуре; как повысить производительность сервера и многое другое.
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📚Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python
✍🏻Peter Bruce, Andrew Bruce, Peter Gedeck (2020)
▪️Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what’s important and what’s not.
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✍🏻Peter Bruce, Andrew Bruce, Peter Gedeck (2020)
▪️Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what’s important and what’s not.
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📚RxJava for Android Developers: with ReactiveX and FRP
✍🏻Timo Tuominen (2019)
▪️RxJava for Android Developers begins by inviting you to think about programming and data the reactive way. This engaging, hands-on essential reference introduces you to the central pattern of RxJava for Android, then explains the View Model before exploring highly sought-after app features like chat clients and elegant transitions. Finally, you’ll look at high-level design concerns and architectural approaches and frameworks that work well with Functional Reactive Programming (FRP) thinking.
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✍🏻Timo Tuominen (2019)
▪️RxJava for Android Developers begins by inviting you to think about programming and data the reactive way. This engaging, hands-on essential reference introduces you to the central pattern of RxJava for Android, then explains the View Model before exploring highly sought-after app features like chat clients and elegant transitions. Finally, you’ll look at high-level design concerns and architectural approaches and frameworks that work well with Functional Reactive Programming (FRP) thinking.
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📚Глубокое обучение для поисковых систем
✍🏻Томмазо Теофили (2020)
▪️В книге рассказывается о том, как использовать глубокие нейронные сети для создания эффективных поисковых систем. Рассматривается несколько компонентов поисковой системы, дается представление о том, как они работают, и приводятся рекомендации по использованию нейронных сетей в разных контекстах поиска. Особое внимание уделено практическому объяснению методов поиска и глубокого машинного обучения на базе примеров, большинство которых включает фрагменты кода.
Автор освещает основные проблемы, связанные с поисковыми системами, и указывает пути решения этих проблем. Он раскрывает принципы тестирования эффективности нейронных сетей, а также измерения их затрат и выгод.
Издание предназначено для читателей, владеющих программированием на среднем уровне и отлаживающих поисковые системы с целью повышения их эффективности, то есть выдачи наиболее релевантных результатов.
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✍🏻Томмазо Теофили (2020)
▪️В книге рассказывается о том, как использовать глубокие нейронные сети для создания эффективных поисковых систем. Рассматривается несколько компонентов поисковой системы, дается представление о том, как они работают, и приводятся рекомендации по использованию нейронных сетей в разных контекстах поиска. Особое внимание уделено практическому объяснению методов поиска и глубокого машинного обучения на базе примеров, большинство которых включает фрагменты кода.
Автор освещает основные проблемы, связанные с поисковыми системами, и указывает пути решения этих проблем. Он раскрывает принципы тестирования эффективности нейронных сетей, а также измерения их затрат и выгод.
Издание предназначено для читателей, владеющих программированием на среднем уровне и отлаживающих поисковые системы с целью повышения их эффективности, то есть выдачи наиболее релевантных результатов.
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📚Flutter in Action
✍🏻Eric Windmill (2019)
▪️In 2017, consumers downloaded 178 billion apps, and analysts predict growth to 258 billion by 2022. Mobile customers are demanding more-and better-apps, and it's up to developers like you to write them! Flutter, a revolutionary new cross-platform software development kit created by Google, makes it easier than ever to write secure, high-performance native apps for iOS and Android.
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✍🏻Eric Windmill (2019)
▪️In 2017, consumers downloaded 178 billion apps, and analysts predict growth to 258 billion by 2022. Mobile customers are demanding more-and better-apps, and it's up to developers like you to write them! Flutter, a revolutionary new cross-platform software development kit created by Google, makes it easier than ever to write secure, high-performance native apps for iOS and Android.
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📚DevOps Tools for Java Developers
✍🏻Stephen Chin, Melissa McKay, Ixchel Ruiz, Baruch Sadogursky (2021)
▪️Explore software lifecycle best practices
Use DevSecOps methodologies to facilitate software development and delivery
Understand the business value of DevSecOps best practices
Manage and secure software dependencies
Develop and deploy applications using containers and cloud native technologies
Manage and administrate source control repositories and development processes
Use automation to set up and administer build pipelines
Identify common deployment patterns and antipatterns
Maintain and monitor software after deployment
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✍🏻Stephen Chin, Melissa McKay, Ixchel Ruiz, Baruch Sadogursky (2021)
▪️Explore software lifecycle best practices
Use DevSecOps methodologies to facilitate software development and delivery
Understand the business value of DevSecOps best practices
Manage and secure software dependencies
Develop and deploy applications using containers and cloud native technologies
Manage and administrate source control repositories and development processes
Use automation to set up and administer build pipelines
Identify common deployment patterns and antipatterns
Maintain and monitor software after deployment
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📚Head First C# 4th Edition
✍🏻Andrew Stellman (2020)
▪️What will you learn from this book?
Dive into C# and create apps, user interfaces, games, and more using this fun and highly visual introduction to C#, .NET Core, and Visual Studio. With this completely updated guide, which covers C# 8.0 and Visual Studio 2019, beginning programmers like you will build a fully functional game in the opening chapter. Then you'll learn how to use classes and object-oriented programming, create 3D games in Unity, and query data with LINQ. And you'll do it all by solving puzzles, doing hands-on exercises, and building real-world applications. By the time you're done, you'll be a solid C# programmer—and you'll have a great time along the way!
▪️What's so special about this book?
Based on the latest research in cognitive science and learning theory, Head First C# uses a visually rich format to engage your mind rather than a text-heavy approach that puts you to sleep. Why waste your time struggling with new...
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✍🏻Andrew Stellman (2020)
▪️What will you learn from this book?
Dive into C# and create apps, user interfaces, games, and more using this fun and highly visual introduction to C#, .NET Core, and Visual Studio. With this completely updated guide, which covers C# 8.0 and Visual Studio 2019, beginning programmers like you will build a fully functional game in the opening chapter. Then you'll learn how to use classes and object-oriented programming, create 3D games in Unity, and query data with LINQ. And you'll do it all by solving puzzles, doing hands-on exercises, and building real-world applications. By the time you're done, you'll be a solid C# programmer—and you'll have a great time along the way!
▪️What's so special about this book?
Based on the latest research in cognitive science and learning theory, Head First C# uses a visually rich format to engage your mind rather than a text-heavy approach that puts you to sleep. Why waste your time struggling with new...
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📕 Practical Natural Language Processing: A Comprehensive Guide to Building Real-world Nlp Systems
✍🏻 Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, Harshit Surana
Through the course of the book, authors will guide you through the process of building real-world NLP solutions embedded in larger product setups. You'll learn how to adapt your solutions for different industry verticals such as healthcare, social media, and retail.
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✍🏻 Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, Harshit Surana
Through the course of the book, authors will guide you through the process of building real-world NLP solutions embedded in larger product setups. You'll learn how to adapt your solutions for different industry verticals such as healthcare, social media, and retail.
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📚React быстро. Веб-приложения на React, JSX, Redux и GraphQL
✍🏻Мардан Азат (2019)
▪️Как решить проблемы front-end-разработчиков и сделать их жизнь более счастливой? Нужно всего лишь познакомиться с возможностями React! Только так вы сможете быстро выйти на новый уровень и получить не только моральное, но и материальное удовлетворение от веб-разработки.
Успешные пользовательские интерфейсы должны быть визуально интересными, быстрыми и гибкими. React ускоряет тяжелые веб-приложения, улучшая поток данных между компонентами UI. Сайты начинают эффективно и плавно обновлять визуальные элементы, сводя к минимуму время на перезагрузку страниц.
Перед вами труд, над которым на протяжении полутора лет работало более дюжины человек. Тщательно отобранные примеры и подробные комментарии позволяют разработчикам перейти на React быстро, чтобы затем эффективно создавать веб-приложения, используя всю мощь JavaScript.
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✍🏻Мардан Азат (2019)
▪️Как решить проблемы front-end-разработчиков и сделать их жизнь более счастливой? Нужно всего лишь познакомиться с возможностями React! Только так вы сможете быстро выйти на новый уровень и получить не только моральное, но и материальное удовлетворение от веб-разработки.
Успешные пользовательские интерфейсы должны быть визуально интересными, быстрыми и гибкими. React ускоряет тяжелые веб-приложения, улучшая поток данных между компонентами UI. Сайты начинают эффективно и плавно обновлять визуальные элементы, сводя к минимуму время на перезагрузку страниц.
Перед вами труд, над которым на протяжении полутора лет работало более дюжины человек. Тщательно отобранные примеры и подробные комментарии позволяют разработчикам перейти на React быстро, чтобы затем эффективно создавать веб-приложения, используя всю мощь JavaScript.
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📚Изучаем Python. Том 1
✍🏻Марк Лутц (2019)
▪️С помощью этой практической книги вы получите всестороннее и глубокое введение в основы языка Python. Будучи основанным на популярном учебном курсе Марка Лутца, обновленное 5-е издание книги поможет вам быстро научиться писать эффективный высококачественный код на Python. Она является идеальным способом начать изучение Python, будь вы новичок в программировании или профессиональный разработчик программного обеспечения на других языках.
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✍🏻Марк Лутц (2019)
▪️С помощью этой практической книги вы получите всестороннее и глубокое введение в основы языка Python. Будучи основанным на популярном учебном курсе Марка Лутца, обновленное 5-е издание книги поможет вам быстро научиться писать эффективный высококачественный код на Python. Она является идеальным способом начать изучение Python, будь вы новичок в программировании или профессиональный разработчик программного обеспечения на других языках.
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📚Docker in Practice
✍🏻Ian Miell, Aiden Hobson Sayers (2019)
▪️Docker in Practice, Second Edition presents over 100 practical techniques, hand-picked to help you get the most out of Docker. Following a Problem/Solution/Discussion format, you'll walk through specific examples that you can use immediately, and you'll get expert guidance on techniques that you can apply to a whole range of scenarios.
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✍🏻Ian Miell, Aiden Hobson Sayers (2019)
▪️Docker in Practice, Second Edition presents over 100 practical techniques, hand-picked to help you get the most out of Docker. Following a Problem/Solution/Discussion format, you'll walk through specific examples that you can use immediately, and you'll get expert guidance on techniques that you can apply to a whole range of scenarios.
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📚Complete A+ Guide to IT Hardware and Software: AA CompTIA A+ Core 1 (220-1001) & CompTIA A+ Core 2 (220-1002) Textbook
✍🏻Cheryl Schmidt (2020)
▪️Master IT hardware and software installation, configuration, repair, maintenance, and troubleshooting and fully prepare for the CompTIA® A+ Core 1 (220-1001) and Core 2 (220-1002) exams.
This is your all-in-one, real-world, full-color guide to connecting, managing, and troubleshooting modern devices and systems in authentic IT scenarios. Its thorough instruction built on the CompTIA A+ Core 1 (220-1001) and Core 2 (220-1002) exam objectives includes coverage of Windows 10, Mac, Linux, Chrome OS, Android, iOS, cloud-based software, mobile and IoT devices, security, Active Directory, scripting, and other modern techniques and best practices for IT management.
Award-winning instructor Cheryl Schmidt also addresses widely-used legacy technologies—making this the definitive resource for mastering the tools and technologies you’ll encounter in real IT and business environments. Schmidt’s emphasis on both technical and soft skills will help you rapidly become a well-qualified, professional, and customer-friendly technician.
👉🏻Скачать
@itlibrary
✍🏻Cheryl Schmidt (2020)
▪️Master IT hardware and software installation, configuration, repair, maintenance, and troubleshooting and fully prepare for the CompTIA® A+ Core 1 (220-1001) and Core 2 (220-1002) exams.
This is your all-in-one, real-world, full-color guide to connecting, managing, and troubleshooting modern devices and systems in authentic IT scenarios. Its thorough instruction built on the CompTIA A+ Core 1 (220-1001) and Core 2 (220-1002) exam objectives includes coverage of Windows 10, Mac, Linux, Chrome OS, Android, iOS, cloud-based software, mobile and IoT devices, security, Active Directory, scripting, and other modern techniques and best practices for IT management.
Award-winning instructor Cheryl Schmidt also addresses widely-used legacy technologies—making this the definitive resource for mastering the tools and technologies you’ll encounter in real IT and business environments. Schmidt’s emphasis on both technical and soft skills will help you rapidly become a well-qualified, professional, and customer-friendly technician.
👉🏻Скачать
@itlibrary
