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Programming Machine Learning : From Coding to Deep Learning
You've decided to tackle machine learning - because you're job hunting, embarking on a new project, or just think self-driving cars are cool.But where to start? It's easy to be intimidated, even as a software developer.The good news is that it doesn't have to be that hard.Master machine learning by writing code one line at a time, from simple learning programs all the way to a true deep learning system.Tackle the hard topics by breaking them down so they're easier to understand, and build your confidence by getting your hands dirty.Peel away the obscurities of machine learning, starting from scratch and going all the way to deep learning.Machine learning can be intimidating, with its reliance on math and algorithms that most programmers don't encounter in their regular work.Take a hands-on approach, writing the Python code yourself, without any libraries to obscure what's really going on.Iterate on your design, and add layers of complexity as you go.Build an image recognition application from scratch with supervised learning.Predict the future with linear regression. Dive into gradient descent, a fundamental algorithm that drives most of machine learning.Create perceptrons to classify data. Build neural networks to tackle more complex and sophisticated data sets.Train and refine those networks with backpropagation and batching.Layer the neural networks, eliminate overfitting, and add convolution to transform your neural network into a true deep learning system.Start from the beginning and code your way to machine learning mastery.What You Need: The examples in this book are written in Python, but don't worry if you don't know this language: you'll pick up all the Python you need very quickly.Apart from that, you'll only need your computer, and your code-adept brain.
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Building Green Software : A Sustainable Approach to Software Development and Operations
How will software development and operations have to change to meet the sustainability and green needs of the planet? And what does that imply for development organizations?In this eye-opening book, sustainable software advocates Anne Currie, Sarah Hsu, and Sara Bergman provide a unique overview of this topic-discussing everything from the likely evolution of national grids to the effect those changes will have on the day-to-day lives of developers. Ideal for everyone from new developers to CTOs, Building Green Software tackles the challenges involved and shows you how to build, host, and operate code in a way that's not only better for the planet, but also cheaper and relatively low-risk for your business.Most hyperscale public cloud providers have already committed to net-zero IT operations by 2030.This book shows you how to get on board. You'll explore:How the energy transition is likely to change hosting on prem and in the cloud-and how your company can prepareThe fundamental architectural principles of sustainable software development and how to apply themHow to determine which parts of your system need to changeThe concept of extending hardware longevity and the part that software plays
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Test Driven Development in C : Building Hihg Quality Embedded Software
Did you write C code last week? Does your code work? Is your design clean? If you answered yes to the first question but got queasy over the second two, you need to know about Test Driven Development.TDD helps you write code that works the first time, and then helps you keep it running as the code evolves to meet new needs.In Test Driven Development for Embedded C, author James W.Grenning shows embedded software developers how to bring the benefits of TDD to embedded C.In the book, you'll see how to apply TDD to C and the world of embedded software development.Learn how to break key dependencies, allowing code to be tested thoroughly.Explore how to test-drive your product's core logic, exploiting the power of your development environment to deliver better software.In fact, as the book shows, you can test-drive a device driver before you even have the device soldered into a circuit board.Avoid the natural delays when testing on the target by using the tailored TDD Microcycle, employing off-target tests and dual-targeted code.Learn how to make code testable and more flexible, better able to handle the inevitable changes demanded by the market. The tests drive development and then serve as an executable specification, keeping track of the critical details and assumptions baked into the code.In Test Driven Development for Embedded C, you'll find that TDD is a different way to program-unit tests are written in a tight feedback loop with the production code, producing testable code and greatly reducing wasteful debugging.TDD also influences design. When tests are considered part of design, you create modular and loosely coupled code, the hallmarks of a good design.With Test Driven Development for Embedded C, C developers-even embedded C developers-can finally write cleaner, testable code with TDD.
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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
Price: 54.99 £ | Shipping*: 0.00 £
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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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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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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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Identity Security for Software Development : Building with Identity, Secrets, and Credentials
Maintaining secrets, credentials, and nonhuman identities in secure ways is an important, though often overlooked, aspect of secure software development.Cloud migration and digital transformation have led to an explosion of nonhuman identities—like automation scripts, cloud native apps, and DevOps tools—that need to be secured across multiple cloud and hybrid environments. DevOps security often addresses vulnerability scanning, but it neglects broader discussions like authentication, authorization, and access control, potentially leaving the door open for breaches.That's where an identity security strategy focused on secrets management can help. In this practical book, authors John Walsh and Uzi Ailon provide conceptual frameworks, technology overviews, and practical code snippets to help DevSecOps engineers, cybersecurity engineers, security managers, and software developers address use cases across CI/CD pipelines, Kubernetes and cloud native, hybrid and multicloud, automation/RPA, IOT/OT, and more.You'll learn:The fundamentals of authentication, authorization, access control, and secrets managementWhat developers need to know about managing secrets and identity to build safer appsWhat nonhuman identities, secrets, and credentials are—and how to secure themHow developers work with their cross-function peers to build safer appsHow identity security fits into modern software development practices
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Building Software Teams
Why does poor software quality continue to plague enterprises of all sizes in all industries?Part of the problem lies with the process, rather than individual developers.This practical guide provides ten best practices to help team leaders create an effective working environment through key adjustments to their process.As a follow-up to their popular book, Building Maintainable Software, consultants with the Software Improvement Group (SIG) offer critical lessons based on their assessment of development processes used by hundreds of software teams.Each practice includes examples of goalsetting to help you choose the right metrics for your team. Achieve development goals by determining meaningful metrics with the Goal-Question-Metric approach Translate those goals to a verifiable Definition of Done Manage code versions for consistent and predictable modification Control separate environments for each stage in the development pipeline Automate tests as much as possible and steer their guidelines and expectations Let the Continuous Integration server do much of the hard work for you Automate the process of pushing code through the pipeline Define development process standards to improve consistency and simplicity Manage dependencies on third party code to keep your software consistent and up to date Document only the most necessary and current knowledge
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Renzo Piano Building Workshop
Renzo Pianos Werke sind von einem einzigartigen Zusammenspiel von funktionalen, technischen und ästhetischen Aspekten geprägt.Ein Architekt ohne erkennbares Markenzeichen, der dennoch einige der bekanntesten Bauten der Welt entworfen hat: zum Centre Pompidou reihen sich das New York Times Building, das Shard Hochhaus in London, das Whitney Museum in New York und der kürzlich fertig gestellte Justizpalast in Paris.Als Meister der Bautechnik bekannt, setzt der Pritzker Preisträger unterschiedlichste Materialien und Bauweisen ein, um Gebäude zu schaffen, deren Entwürfe stark von Standort und Funktion inspiriert sind.Diese Monografie stellt nun 13 seiner bei Detail veröffentlichten Werke vor.Ausführliche Projektdokumentationen werden von zahlreichen Fotos, Plänen und Baudetails begleitet.
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504pcs Building Blocks Car Early Learning Development Benefits Intelligence Assembled Toys
504pcs Building Blocks Car Early Learning Development Benefits Intelligence Assembled Toys
Price: 6.61 € | Shipping*: 1.99 €
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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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Which programming language is suitable for software development for the PC?
There are several programming languages that are suitable for software development for the PC, but some of the most popular and widely used ones include C++, Java, and C#. C++ is a powerful and versatile language that is commonly used for developing system software and applications that require high performance. Java is a popular choice for developing cross-platform applications, as it can run on any operating system that has a Java Virtual Machine. C# is commonly used for developing Windows applications and is well-integrated with the .NET framework. Ultimately, the choice of programming language depends on the specific requirements of the software being developed and the preferences of the development team.
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Is muscle building possible through weekend training?
Yes, muscle building is possible through weekend training, but it may not be as effective as more frequent training throughout the week. Consistency and frequency of training sessions are important factors in building muscle. While weekend training can still provide some benefits, it may be more beneficial to spread out training sessions throughout the week to maximize muscle growth and recovery. Additionally, proper nutrition and rest are also crucial components in muscle building, regardless of the training schedule.
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Who is better in programming and software development: mechatronics engineers or IT specialists?
It is difficult to determine who is better in programming and software development between mechatronics engineers and IT specialists as both have their own strengths and expertise. Mechatronics engineers have a strong foundation in mechanical, electrical, and computer engineering, allowing them to develop software for embedded systems and control systems. On the other hand, IT specialists have a deep understanding of software development and programming languages, with a focus on creating applications and managing information systems. Ultimately, the better choice depends on the specific requirements of the project and the expertise of the individual professionals involved.
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