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  • Programming Machine Learning : From Coding to Deep Learning
    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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  • Learning eBPF : Programming the Linux Kernel for Enhanced Observability, Networking, and Security
    Learning eBPF : Programming the Linux Kernel for Enhanced Observability, Networking, and Security

    What is eBPF? With this revolutionary technology, you can write custom code that dynamically changes the way the kernel behaves.It's an extraordinary platform for building a whole new generation of security, observability, and networking tools. This practical book is ideal for developers, system administrators, operators, and students who are curious about eBPF and want to know how it works.Author Liz Rice, chief open source officer with cloud native networking and security specialists Isovalent, also provides a foundation for those who want to explore writing eBPF programs themselves. With this book, you will:Learn why eBPF has become so important in the past couple of yearsWrite basic eBPF code, and manipulate eBPF programs and attach them to eventsExplore how eBPF components interact with Linux to dynamically change the operating system's behaviorLearn how tools based on eBPF can instrument applications without changes to the apps or their configurationDiscover how this technology enables new tools for observability, security, and networking

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  • Learning eBPF: Programming the Linux Kernel for Enhanced Observability, Networking, and Security
    Learning eBPF: Programming the Linux Kernel for Enhanced Observability, Networking, and Security

    Learning eBPF: Programming the Linux Kernel for Enhanced Observability, Networking, and Security

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  • Cloud Computing Networking : Theory, Practice, and Development
    Cloud Computing Networking : Theory, Practice, and Development

    Cloud computing is the most significant technology transformation since the introduction of the Internet in the early 1990s.As more and more companies and educational institutions plan to adopt a cloud-based IT infrastructure, today’s job market requires IT professionals who understand cloud computing and have hands-on experience developing cloud-based networks.Cloud Computing Networking: Theory, Practice, and Development covers the key networking and system administration concepts as well as the vital hands-on skills you need to master cloud technology. This book is designed to help you quickly get started in deploying cloud services for a real-world business.It provides detailed step-by-step instructions for creating a fully functioning cloud-based IT infrastructure using the Microsoft Azure cloud platform.In this environment, you can develop cloud services collaboratively or individually.The book enhances your hands-on skills through numerous lab activities.In these lab activities, you will learn to Implement the following services in a cloud environment: Active Directory, DHCP, DNS, and Certificate ServicesConfigure Windows Server so it can route IP trafficImplement IP Security Policy and Windows Firewall with Advanced Security toolsCreate a point-to-site connection between Microsoft Azure and a local computerCreate a site-to-site connection between Microsoft Azure and an on-premises networkDevelop a hybrid cloud that integrates Microsoft Azure with a private cloud created on a local networkCloud Computing Networking: Theory, Practice, and Development includes numerous examples, figures, and screen shots to help you understand the information.Each chapter concludes with a summary of the major topics and a set of review questions.With this book, you will soon have the critical knowledge and skills to develop and manage cloud-based networks.

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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.

  • What else can be learned besides programming and networking technology?

    Besides programming and networking technology, individuals can also learn important skills such as problem-solving, critical thinking, communication, and teamwork. These skills are essential in any professional setting and can help individuals succeed in their careers. Additionally, individuals can also learn about cybersecurity, data analysis, cloud computing, and other emerging technologies to stay competitive in the ever-evolving tech industry. Continuous learning and development in these areas can open up new opportunities and help individuals advance in their careers.

  • What is C networking?

    C networking refers to the use of the C programming language to develop networking applications. C is a powerful and efficient language that allows developers to create low-level network programming code for tasks such as socket programming, data transmission, and network protocol implementation. C networking is commonly used in the development of network servers, clients, and other network-related applications due to its speed and flexibility in handling network communication. By using C for networking, developers have fine-grained control over network operations and can optimize performance for specific networking tasks.

  • Does anyone know about networking?

    Yes, networking is the practice of making and maintaining connections with other professionals in order to exchange information, advice, and support. It is a valuable skill for career development and can help individuals access job opportunities, gain insights into different industries, and build a strong professional reputation. Many people actively engage in networking both online and in person to expand their professional network and further their career goals.

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  • Learning, Training, and Development in Organizations
    Learning, Training, and Development in Organizations

    This scholarly book in SIOP’s Organizational Frontier series looks at research on enhancing knowledge acquisition and its application in organizations.It concentrates on training, design and delivery given the changing nature of work and organizations.Now that work is increasingly complex, there is greater emphasis on expertise and cognitive skills.Advances in technology such as computer simulations and web-based training are necessitating a more active role for the learner in the training process.In the broad context of the organization systems, this book promotes learning and development as a continuous lifelong endeavor.

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  • Effective Software Development for the Enterprise : Beyond Domain Driven Design, Software Architecture, and Extreme Programming
    Effective Software Development for the Enterprise : Beyond Domain Driven Design, Software Architecture, and Extreme Programming

    It’s a jungle out there. Delivering software solutions with predictable costs, time, scope, and quality has become more complicated than ever.Developers need to account for multiple moving targets, including often avoided but always relevant factors such as culture, people, and leadership.To effectively deal with these challenges, it’s necessary to rethink the entire delivery chain of modern software development.This book addresses all these topics, putting everything in perspective, from the potential awkwardness created by cultural differences to connecting code with business outcomes to make delivering quality solutions possible.As a software engineer who strives to be his best and challenge the status quo when building IT systems, author Tengiz Tutisani always wanted a book that would cover all of these elements from a developer’s perspective — so he wrote one.Effective Software Development for the Enterprise builds on advanced disciplines, methodologies, and techniques derived from domain-driven design, software architecture, and extreme programming.Its objective is to aid modern software engineers and solution architects in building and delivering high-quality solutions for an enterprise while meeting ambitious criteria:Meet users' expectationsDeliver solutions on time with no defectsCreate products that can scale-out horizontallySolutions should not require a dedicated production support teamAccelerate development paceDouble ROI per developer, team, and softwareYou will learn how to achieve these objectives in any engineering environment by developing solid strategies based on the industry's well-known, recognized, and proven patterns and principles.After reading this book, you will be ready to effectively deal with any and all challenges posed by today’s hyper-competitive, globally-diverse, fast-moving enterprise environment. Who This Book Is ForProfessional software engineers and solution architects, as well as those aspiring to become one.Additionally, software engineering leaders will benefit from reading it, as it will help them maximize their impact via successful software project deliveries.

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  • Linux Observability with BPF : Advanced Programming for Performance Analysis and Networking
    Linux Observability with BPF : Advanced Programming for Performance Analysis and Networking

    Build your expertise in the BPF virtual machine in the Linux kernel with this practical guide for systems engineers.You’ll not only dive into the BPF program lifecycle but also learn to write applications that observe and modify the kernel’s behavior; inject code to monitor, trace, and securely observe events in the kernel; and more. Authors David Calavera and Lorenzo Fontana help you harness the power of BPF to make any computing system more observable.Familiarize yourself with the essential concepts you’ll use on a day-to-day basis and augment your knowledge about performance optimization, networking, and security.Then see how it all comes together with code examples in C, Go, and Python. Write applications that use BPF to observe and modify the Linux kernel’s behavior on demandInject code to monitor, trace, and observe events in the kernel in a secure way—no need to recompile the kernel or reboot the systemExplore code examples in C, Go, and PythonGain a more thorough understanding of the BPF program lifecycle

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  • The Well-Connected Community : A Networking Approach to Community Development
    The Well-Connected Community : A Networking Approach to Community Development

    There is a growing recognition of the importance of networking for the vitality and cohesion of community life.The Well-Connected Community provides theoretical insights and practical guidance for people working with and for communities.This new edition has been updated to reflect recent research, policy development and changes in practice and takes account of changing political and economic circumstances.

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  • What are some networking topics?

    Some networking topics include network security, network design and implementation, network troubleshooting, network protocols, and network management. These topics cover a wide range of areas within the field of networking, including how to secure networks from cyber threats, how to plan and set up a network infrastructure, how to identify and resolve network issues, how data is transmitted across networks, and how to monitor and optimize network performance. Networking topics are essential for IT professionals working in roles such as network administrators, network engineers, and cybersecurity specialists.

  • Which programming language do you learn as a specialist in digital networking?

    As a specialist in digital networking, you would typically learn programming languages such as Python, C, and Java. These languages are commonly used in networking for tasks such as network automation, network monitoring, and developing network applications. Python, in particular, is widely used in the networking industry due to its simplicity, readability, and extensive libraries for networking tasks. Additionally, knowledge of scripting languages like Bash and PowerShell can also be beneficial for automating network configurations and management.

  • What is the second networking question?

    The second networking question is typically about the candidate's experience with different networking protocols and technologies. This question aims to assess the candidate's knowledge of various networking protocols such as TCP/IP, DNS, DHCP, and their ability to troubleshoot network issues. The interviewer may also ask about the candidate's experience with different networking devices such as routers, switches, and firewalls, and their understanding of how these devices work together to create a functional network.

  • Why is networking frowned upon in Freemasonry?

    Networking is frowned upon in Freemasonry because it goes against the core principles of the organization, which emphasize equality, humility, and brotherly love. Freemasonry is meant to be a place where individuals come together to work on self-improvement and contribute to the betterment of society, rather than for personal gain or advancement. Networking for personal or professional gain can create divisions and undermine the sense of unity and equality that Freemasonry seeks to foster among its members. Therefore, networking is discouraged in order to maintain the integrity and purpose of the organization.

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