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Practical TensorFlow.js : Deep Learning in Web App Development
Develop and deploy deep learning web apps using the TensorFlow.js library.TensorFlow.?js? is part of a bigger framework named TensorFlow, which has many tools that supplement it, such as TensorBoard?, ?ml5js?, ?tfjs-vis.This book will cover all these technologies and show they integrate with TensorFlow.?js? to create intelligent web apps. The most common and accessible platform users interact with everyday is their web browser, making it an ideal environment to deploy AI systems.TensorFlow.js is a well-known and battle-tested library for creating browser solutions.Working in JavaScript, the so-called language of the web, directly on a browser, you can develop and serve deep learning applications.You'll work with deep learning algorithms such as feedforward neural networks, convolutional neural networks (CNN), recurrent neural networks (RNN), and generative adversarial network (GAN).Through hands-on examples, apply these networks in use cases related to image classification, natural language processing, object detection, dimensionality reduction, image translation, transfer learning, and time series analysis. Also, these topics are very varied in terms of the kind of data they use, their output, and the training phase.Not everything in machine learning is deep networks, there is also what some call shallow or traditional machine learning.While TensorFlow.js is not the most common place to implement these, you'll be introduce them and review the basics of machine learning through TensorFlow.js. What You'll LearnBuild deep learning products suitable for web browsersWork with deep learning algorithms such as feedforward neural networks, convolutional neural networks (CNN), recurrent neural networks (RNN), and generative adversarial network (GAN)Develop apps using image classification, natural language processing, object detection, dimensionality reduction, image translation, transfer learning, and time series analysisWho This Book Is For Programmers developing deep learning solutions for the web and those who want to learn TensorFlow.js with at least minimal programming and software development knowledge.No prior JavaScript knowledge is required, but familiarity with it is helpful.
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Embedded Software Design : A Practical Approach to Architecture, Processes, and Coding Techniques
Design higher-quality embedded software from concept through production. This book assumes basic C and microcontroller programming knowledge and is organized into three critical areas: Software Architecture and Design; Agile, DevOps, and Processes; and Development and Coding Skills. You'll start with a basic introduction to embedded software architecture and the considerations for a successful design.The book then breaks down how to architect an RTOS-based application and explore common design patterns and building blocks.Next, you'll review embedded software design processes such as TDD, CI/CD, modeling, and simulation that can be used to accelerate development.Finally, the book will examine how to select a microcontroller, write configurable code, coding strategies, techniques, and tools developers can’t live without. Embedded systems are typically designed using microcontrollers to build electronic systems with a dedicated function and real-time responses.Modern systems need to carefully balance a complex set of features, manage security, and even run machine learning inferences while maintaining reasonable costs, scalability, and robustness.By the end of this book, you will have a defined development process, understand modern software architecture, and be equipped to start building embedded systems.What You'll LearnUnderstand what sound embedded system design is and how to employ itExplore modern development processes for quality systemsKnow where the bits hit the silicon: how to select a microcontrollerMaster techniques to write configurable, automated codeWho This Book Is For Embedded software and hardware engineers, enthusiasts, or any stakeholders who would like to learn modern techniques for designing and building embedded systems.
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Practical C++ Programming 2e
C++ is a powerful, highly flexible, and adaptable programming language that allows software engineers to organize and process information quickly and effectively.But this high-level language is relatively difficult to master, even if you already know the C programming language.The 2nd edition of Practical C++ Programming is a complete introduction to the C++ language for programmers who are learning C++.Reflecting the latest changes to the C++ standard, this 2nd edition takes a useful down-to-earth approach, placing a strong emphasis on how to design clean, elegant code.In short, to-the-point chapters, all aspects of programming are covered including style, software engineering, programming design, object-oriented design, and debugging. It also covers common mistakes and how to find (and avoid) them.End of chapter exercises help you ensure you've mastered the material. Practical C++ Programming thoroughly covers: * C++ Syntax * Coding standards and style * Creation and use of object classes * Templates * Debugging and optimization * Use of the C++ preprocessor * File input/output Steve Oualline's clear, easy-going writing style and hands-on approach to learning make Practical C++ Programming a nearly painless way to master this complex but powerful programming language.
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Practical Linux DevOps : Building a Linux Lab for Modern Software Development
Learn, develop and hone your Linux and DevOps skills by building a lab for learning, testing and exploring the latest Linux and open-source technologies.This book helps Linux users and others to master modern DevOps practices using a wide range of software and tools. Having a home or work-based Linux lab is indispensable to anyone looking to experiment with the ever-evolving landscape of new software and DevOps.With open-source tools and readily available hardware, you will end up with a lab you can use to try virtually any modern software, including Chef, Docker, Kubernetes and stalwarts like DNS, Dovecot, and Postfix for email.You'll set up pipelines for software deployment and focus on discrete projects that help you learn through doing.In the end, you'll acquire the skills needed to become better informed, more marketable engineers and developers, and better able to take on a wide array of software projects with confidence. Practical Linux DevOps is the perfect companion for those who want to learn how to build systems with utility and learn about modern hardware and software practices. What You'll LearnSet up a Linux-based virtualization environment and workstationCreate a lab network with a fully qualified domainBuild web-based applications with NGINX and LAMPUse version-control tools like GitAutomate deployments and configurationsThink like a modern DevOps engineerWho This Book Is ForNew and modestly experienced users with basic understanding of a basic understanding of Windows or Linux command line, as well as would-be and current DevOps engineers, and full-stack and other software developers
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What is the difference between web development and software development?
Web development primarily focuses on creating websites and web applications that are accessed through a web browser, using technologies such as HTML, CSS, and JavaScript. Software development, on the other hand, involves creating applications that can run on various platforms, including desktop computers, mobile devices, and servers. While web development is a subset of software development, software development encompasses a broader range of applications beyond just web-based ones.
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What training opportunities are available for IT specialists to specialize in web development and general programming, such as software development?
There are various training opportunities available for IT specialists looking to specialize in web development and general programming. Online platforms like Coursera, Udemy, and Codecademy offer courses and certifications in programming languages such as Python, Java, and JavaScript. Additionally, coding bootcamps like General Assembly and Flatiron School provide intensive, hands-on training in software development. IT specialists can also pursue advanced degrees in computer science or related fields to deepen their knowledge and skills in web development and programming.
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What training options are available for IT specialists to specialize in web development and general programming, such as software development?
IT specialists looking to specialize in web development and general programming have a variety of training options available to them. They can pursue formal education through degree programs in computer science or related fields, attend coding bootcamps that offer intensive training in programming languages and frameworks, or take online courses and tutorials to learn specific skills. Additionally, IT specialists can participate in workshops, seminars, and conferences to stay updated on the latest trends and technologies in web development and software development. Continuous learning and practice are essential for IT specialists to excel in these specialized areas.
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Is learning programming and software development very challenging?
Learning programming and software development can be challenging for some people, as it requires logical thinking, problem-solving skills, and attention to detail. However, with dedication, practice, and the right resources, it is definitely achievable. Breaking down complex concepts into smaller, more manageable parts and seeking help from online tutorials, courses, and communities can make the learning process easier and more enjoyable. Ultimately, the level of challenge will vary depending on the individual's background, experience, and learning style.
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Web Coding & Development All-in-One For Dummies
Learn the in-demand skills that let you turn lines of code into websites and apps Web Coding & Development All-in-One For Dummies is a one-stop resource for would-be developers who need guidance on the languages and steps used to build websites and applications.Learn the coding ropes and expand your existing skillset with this easy-to-understand guide.In these complete mini-books, you’ll walk through the basics of web development, structuring a page, building and processing web forms, and beyond.Learn how to build a website or create your very own app with the advice of web coding and development experts.This edition expands JavaScript and CSS coverage while providing new content on server-side coding and the development stack.Get essential knowledge of how web development works—even if you’ve never written a line of code in your lifeLearn HTML, CSS, JavaScript, and other languages essential for building websites and appsDiscover how to make optimize your sites and apps for mobile devicesExpand on what you already know and improve your employabilityThis Dummies All-in-One is great for you if want to develop coding skills but don’t have a programming background.It’s also perfect for professionals looking to brush up on their web development skills and get up to date on the latest trends and standards.
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Practical JAMstack : Blazing Fast, Simple, and Secure Web Development, the Modern Way
Learn what JAMstack is all about, what those three big letters in the front mean and why it’s so beneficial. This book shows you how to create sites and apps on the JAMstack using GatsbyJS, a tool made specifically for generating them. As part of that, you’ll learn about React, one of the hottest front-end development tools out there today. You will build three separate projects, starting with a relatively simple site to get your feet wet, then a more robust and dynamic application to see more advanced topics like API usage and data storage. Finally, you’ll build a game on the JAMstack to get a whole different perspective on how all the pieces can fit together. JAMstack, a modern take on best practices, is taking the web development world by storm and allowing developers to create web site and apps that are blazingly fast and highly secure.In many ways JAMstack is a throwback to web development of yesteryear, all while providing a simpler development experience that is streamlined by many years of best practices being brought to bear. What You'll LearnReview the principles of JAMstack: Javascript, APIs and MarkupUse React to build a front-endSet up a GitHub account and hosting using GitHub PagesHost in Netlify (the creators of JAMstack!)Understand Netlify functions and FaunaDB for persistent data storageExplore GraphQL usage for querying dataWork with the Phaser game libraryWho This Book Is ForWeb developers with some HTML, CSS and JavaScript experience, who want to apply best practices to build web sites that have no back-end server infrastructure while still providing dynamic content along with a streamlined development process.Architects who just want to learn JAMstack, even if they aren’t going to be hacking code all day.
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Practical Web Development with Haskell : Master the Essential Skills to Build Fast and Scalable Web Applications
Learn how to advance your skill level of Haskell, and use this language for practical web development.This book uses a direct, no nonsense approach, so you no longer need to spend extra time reading the documentation, blog posts, and forums to understand how to use Haskell – all that knowledge is provided in one coherent resource. You'll start by reviewing how multiple facets of web development are done in Haskell, such as routing, building HTMLs, interacting with databases, caches, and queues, etc.You'll then move on to using notable libraries, such as "scotty" for routings, "digestive-functor" for input validation, and "postgresql-simple" for interacting with databases.In the later chapters, you'll learn how all of these libraries can be used together by working on a fully functioning project deployed on Heroku.What You'll Learn Set up a productive Haskell development environmentReview basic tasks that are encountered when building web applications. Explore how to interact with external systems, such as databases, queues, and RESTful APIs.Build a RESTful API, website, building views and form validation. Who This Book Is ForSoftware developers familiar Haskell and would like to apply the knowledge on real world applications and software developers new to Haskell.
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Practical Cryptology and Web Security
Security is now the number one concern for businesses world wide.The gold standard for attaining security is cryptography; it provides the most reliable tools for storing or transmitting digital information. This is the first textbook showing students how to implement cryptography and incorporate it into real-world systems on the Web.
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Which programming languages are used in software development?
There are many programming languages used in software development, including popular languages such as Java, Python, C++, JavaScript, and Ruby. Each language has its own strengths and is used for different purposes in software development. For example, Java is commonly used for building enterprise-level applications, while Python is known for its simplicity and versatility. C++ is often used for system software and game development, while JavaScript is essential for web development. Overall, the choice of programming language depends on the specific requirements of the software being developed.
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What is the difference between software development and programming?
Software development is a broader term that encompasses the entire process of creating software, including planning, designing, testing, and maintaining software applications. Programming, on the other hand, refers specifically to the act of writing code to instruct a computer to perform certain tasks. While programming is a key component of software development, software development involves a more comprehensive approach that includes various stages beyond just writing code.
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Which programming language should a beginner learn if they aim for a well-rounded and software web development?
A beginner aiming for a well-rounded understanding of software and web development should consider learning JavaScript. JavaScript is a versatile language that is used for both front-end and back-end development, making it a valuable skill for web development. Additionally, JavaScript has a large and active community, plenty of resources for learning, and is widely used in the industry. Learning JavaScript will provide a strong foundation for understanding programming concepts and will open up opportunities for a career in software and web development.
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Which programming language do you think is best for web development?
The best programming language for web development depends on the specific requirements of the project and the developer's expertise. However, some popular languages for web development include JavaScript, Python, and Ruby. JavaScript is commonly used for front-end development, while Python and Ruby are often used for back-end development. Ultimately, the best programming language for web development is one that the developer is comfortable with and that best suits the project's needs.
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