gitforgits okt 2023 (6 Ergebnisse)

Taschenbuch. Zustand: Neu. Neuware -Unlock the Power of Parallel Python with Dask: A Perfect Learning Guide for Aspiring Data ScientistsDask has revolutionized parallel computing for Python, empowering data scientists to accelerate their workflows. This comprehensive guide unravels the intricacies of Dask to help you harness its capabilities for machine learning and data analysis.Across 10 chapters, you'll master Dask's fundamentals, architecture, and integration with Python's scientific computing ecosystem. Step-by-step tutorials demonstrate parallel mapping, task scheduling, and leveraging Dask arrays for NumPy workloads. You'll discover how Dask seamlessly scales Pandas, Scikit-Learn, PyTorch, and other libraries for large datasets.Dedicated chapters explore scaling regression, classification, hyperparameter tuning, feature engineering, and more with clear examples. You'll also learn to tap into the power of GPUs with Dask, RAPIDS, and Google JAX for orders of magnitude speedups.This book places special emphasis on practical use cases related to scalability and distributed computing. You'll learn Dask patterns for cluster computing, managing resources efficiently, and robust data pipelines. The advanced chapters on DaskML and deep learning showcase how to build scalable models with PyTorch and TensorFlow.With this book, you'll gain practical skills to:Accelerate Python workloads with parallel mapping and task schedulingSpeed up NumPy, Pandas, Scikit-Learn, PyTorch, and other librariesBuild scalable machine learning pipelines for large datasetsLeverage GPUs efficiently via Dask, RAPIDS and JAXManage Dask clusters and workflows for distributed computingStreamline deep learning models with DaskML and DL frameworksPacked with hands-on examples and expert insights, this book provides the complete toolkit to harness Dask's capabilities. It will empower Python programmers, data scientists, and machine learning engineers to achieve faster workflows and operationalize parallel computing.Table of ContentIntroduction to DaskDask FundamentalsBatch Data Parallel Processing with DaskDistributed Systems and DaskAdvanced Dask: APIs and Building BlocksDask with PandasDask with Scikit-learnDask and PyTorchDask with GPUsScaling Machine Learning Projects with DaskLibri GmbH, Europaallee 1, 36244 Bad Hersfeld 174 pp. Englisch.

Taschenbuch. Zustand: Neu. Neuware -To help aspiring IT professionals succeed in the automation field, 'Learning Ansible' provides an in-depth primer that covers all the essential skills. The book is an excellent resource that will help you become an expert IT automation specialist and Ansible Developer.Starting with an introduction to Ansible, the journey will show how crucial it is in today's IT settings. The first few chapters cover the essentials, diving into topics like configuration management, automation, integration, and orchestration. The authors make sure that readers can confidently troubleshoot issues by thoroughly examining network, performance, and security errors and providing advanced debugging techniques. Practical uses of Ansible in system administration, user and group management, and managing common and complex errors are explored throughout the book. Setup of network devices, software upgrade automation, and fixing recurring network problems are all covered in detail, along with example programs.Next, we'll take a closer look at DevOps, with a focus on how Ansible has impacted CI/CD pipelines. The course teaches readers how to integrate Ansible with popular tools and cloud providers like AWS and Azure through and various tools such as Jenkins, Docker, and Kubernetes.Additionally, integration is extended to databases such as MySQL and MongoDB, as well as monitoring tools such as Nagios and Prometheus. By incorporating practical exercises throughout, the book guarantees that its readers will grasp the concepts and be able to put them to use in actual situations.Key LearningsA thorough introduction to Ansible, laying the groundwork for mastering IT automation techniques.In-depth examination of system administration, with emphasis on improving user and group management skills.Detailed instructions for debugging in Ansible, enhancing problem-solving and troubleshooting abilities.Practical demonstrations of network device configuration, aimed at improving network management skills.Hands-on Ansible integration with Jenkins, Docker, and Kubernetes, enhancing CI/CD capabilities.Integration with cloud providers such as AWS and Azure to strengthen cloud management skills.Techniques for automating workstation setup and software upgrades, with the goal of increasing automation efficiency.Integration with monitoring and logging tools, promoting best practices in system monitoring.Using Ansible to build a full-stack application setup and gain end-to-end automation expertise.Consistent application of web server sample program, which makes learning practical and relatable.Table of ContentIntroduction to AnsiblePlaybooks and TasksWorking with ModulesRoles, Files and TemplatingManaging Systems with AnsibleAnsible in NetworkingAnsible for DevOpsTroubleshooting AnsibleIntegrating Ansible with Other ToolsLibri GmbH, Europaallee 1, 36244 Bad Hersfeld 212 pp. Englisch.

Taschenbuch. Zustand: Neu. Neuware -Web Programming with Go is a must-have book for software professionals and web developers looking to harness Go's potential for creating excellent web apps. The extensive knowledge imparted by this book about Go's powerful libraries and packages is crucial for building scalable and efficient web platforms.The book's core focus is on exploring deeply into the complexities of web development through the perspective of Go. The first step in building any web application is to review the fundamentals, which will serve as a foundation for the rest of the learning experience. As you explore deeper, you'll learn about the diverse ecosystem that supports Go. This book covers a wide range of issues, including the complexities of routing mechanics, HTTP requests, and Go's concurrency model, all with the goal of improving web efficiency.The book uses the example of a 'bookstore app' throughout the book, providing you with a practical touchpoint on every possible learning. With this iterative example, you can follow the development of a simple web app from its infancy all the way to a fully featured, robust platform. The later sections of the book focus on performance evaluation and debugging, which are frequently overlooked in other Go books.This book takes you from the fundamentals of web development to the depths of Go, culminating in a strong online application designed to meet today's digital issues. This book promises to be your compass in the vast ocean of web development, whether you're an experienced developer or an enthusiast just getting started with Go.Key LearningsMaster Go's efficient syntax and streamline coding with better performance.Build robust web applications from scratch, ensuring scalability and responsiveness.Seamlessly integrate APIs, enhancing app functionality and user experience.Harness Go's concurrency, boosting app speed and multitasking capabilities.Optimize data storage and retrieval with Go, ensuring data integrity and speed.Develop resilient apps by mastering error detection and troubleshooting in Go.Implement user sessions, enhancing user experience and data security.Ensure app reliability through Go's comprehensive testing and debugging techniques.Utilize Go tools for real-time performance tracking, ensuring optimal user experiences.Safeguard user data and interactions through Go's top-tier security practices.Table of ContentIntroduction to Web Development in GoStructuring Go Web ApplicationHandling HTTP Requests and RoutingTemplating and Rendering ContentInteraction with DatabasesConcurrency in GoSessions, Authentication and AuthorizationFrontend and Backend CommunicationTesting and DebuggingLibri GmbH, Europaallee 1, 36244 Bad Hersfeld 190 pp. Englisch.

Taschenbuch. Zustand: Neu. Neuware -Starting a PyTorch Developer and Deep Learning Engineer career Check out this 'PyTorch Cookbook,' a comprehensive guide with essential recipes and solutions for PyTorch and the ecosystem. The book covers PyTorch deep learning development from beginner to expert in well-written chapters.The book simplifies neural networks, training, optimization, and deployment strategies chapter by chapter. The first part covers PyTorch basics, data preprocessing, tokenization, and vocabulary. Next, it builds CNN, RNN, Attentional Layers, and Graph Neural Networks. The book emphasizes distributed training, scalability, and multi-GPU training for real-world scenarios. Practical embedded systems, mobile development, and model compression solutions illuminate on-device AI applications. However, the book goes beyond code and algorithms. It also offers hands-on troubleshooting and debugging for end-to-end deep learning development. 'PyTorch Cookbook' covers data collection to deployment errors and provides detailed solutions to overcome them.This book integrates PyTorch with ONNX Runtime, PySyft, Pyro, Deep Graph Library (DGL), Fastai, and Ignite, showing you how to use them for your projects. This book covers real-time inferencing, cluster training, model serving, and cross-platform compatibility. You'll learn to code deep learning architectures, work with neural networks, and manage deep learning development stages. 'PyTorch Cookbook' is a complete manual that will help you become a confident PyTorch developer and a smart Deep Learning engineer. Its clear examples and practical advice make it a must-read for anyone looking to use PyTorch and advance in deep learning.Key LearningsComprehensive introduction to PyTorch, equipping readers with foundational skills for deep learning.Practical demonstrations of various neural networks, enhancing understanding through hands-on practice.Exploration of Graph Neural Networks (GNN), opening doors to cutting-edge research fields.In-depth insight into PyTorch tools and libraries, expanding capabilities beyond core functions.Step-by-step guidance on distributed training, enabling scalable deep learning and AI projects.Real-world application insights, bridging the gap between theoretical knowledge and practical execution.Focus on mobile and embedded development with PyTorch, leading to on-device AI.Emphasis on error handling and troubleshooting, preparing readers for real-world challenges.Advanced topics like real-time inferencing and model compression, providing future ready skill.Table of ContentIntroduction to PyTorch 2.0Deep Learning Building BlocksConvolutional Neural NetworksRecurrent Neural NetworksNatural Language ProcessingGraph Neural Networks (GNNs)Working with Popular PyTorch ToolsDistributed Training and ScalabilityMobile and Embedded DevelopmentLibri GmbH, Europaallee 1, 36244 Bad Hersfeld 240 pp. Englisch.

Taschenbuch. Zustand: Neu. Neuware -A practical handbook, 'PowerShell Troubleshooting Guide' is designed to help PowerShell enthusiasts improve their skills and make them more effective in real-world applications. Starting with basic scripting and progressing to comprehensive system expertise, the book explores the immense possibilities of PowerShell.Beginning with fundamental ideas, readers are exposed to the heart of PowerShell, including its architecture, command structures, and scripting intricacies. Each chapter delves into a specific theme, such as troubleshooting approaches, advanced debugging, loop controls, and robust error-handling systems, ensuring that the reader is well-prepared to face any obstacles that may arise.One of the book's strongest points is its emphasis on hands-on learning. It gives you hands-on experience automating complex system and Windows administrative operations while demystifying the processes involved. Readers will learn how to establish secure communication channels, manage remote sessions, and transfer files to faraway systems with the help of realistic examples and clear explanations. Combining this remote knowledge with an in-depth examination of debugging, experts will be able to fix any problems with their automation solutions quickly and easily.Most importantly, this book takes readers on a trip that will elevate them from PowerShell user to PowerShell maestro, allowing them to solve all of their administrative problems in a way that is streamlined, efficient, and imaginative.Key LearningsGrasp core PowerShell concepts, ensuring a robust base for advanced operations.Learn to craft effective scripts, optimizing automation tasks.Dive into managing networks remotely, ensuring seamless operations.Acquire skills to troubleshoot scripts, ensuring error-free automation.Understand Windows Management Instrumentation, linking it with PowerShell.Prioritize secure scripting and master remote sessions, ensuring system integrity, connectivity and control.Adopt industry-standard best practices for PowerShell.Table of ContentIntroduction to PowerShell TroubleshootingUnderstanding PowerShell Command-Line ToolsWorking with PowerShell ISEPowerShell ModulesScripting in PowerShellUnderstanding Automatic VariablesDebugging TechniquesWorking with While LoopsManaging Windows SystemsRemote System ManagementTarget ReadersThis book is intended for the whole PowerShell community and everyone who is required to work with PowerShell in any capacity. This book assumes no prior knowledge and will quickly transform you into a competent, talented, solution-focused, and smart powershell practitioner. Following along this book requires only basic understanding of scripting.Libri GmbH, Europaallee 1, 36244 Bad Hersfeld 234 pp. Englisch.

Taschenbuch. Zustand: Neu. Neuware - A practical handbook, 'PowerShell Troubleshooting Guide' is designed to help PowerShell enthusiasts improve their skills and make them more effective in real-world applications. Starting with basic scripting and progressing to comprehensive system expertise, the book explores the immense possibilities of PowerShell.Beginning with fundamental ideas, readers are exposed to the heart of PowerShell, including its architecture, command structures, and scripting intricacies. Each chapter delves into a specific theme, such as troubleshooting approaches, advanced debugging, loop controls, and robust error-handling systems, ensuring that the reader is well-prepared to face any obstacles that may arise.One of the book's strongest points is its emphasis on hands-on learning. It gives you hands-on experience automating complex system and Windows administrative operations while demystifying the processes involved. Readers will learn how to establish secure communication channels, manage remote sessions, and transfer files to faraway systems with the help of realistic examples and clear explanations. Combining this remote knowledge with an in-depth examination of debugging, experts will be able to fix any problems with their automation solutions quickly and easily.Most importantly, this book takes readers on a trip that will elevate them from PowerShell user to PowerShell maestro, allowing them to solve all of their administrative problems in a way that is streamlined, efficient, and imaginative.Key LearningsGrasp core PowerShell concepts, ensuring a robust base for advanced operations.Learn to craft effective scripts, optimizing automation tasks.Dive into managing networks remotely, ensuring seamless operations.Acquire skills to troubleshoot scripts, ensuring error-free automation.Understand Windows Management Instrumentation, linking it with PowerShell.Prioritize secure scripting and master remote sessions, ensuring system integrity, connectivity and control.Adopt industry-standard best practices for PowerShell.Table of ContentIntroduction to PowerShell TroubleshootingUnderstanding PowerShell Command-Line ToolsWorking with PowerShell ISEPowerShell ModulesScripting in PowerShellUnderstanding Automatic VariablesDebugging TechniquesWorking with While LoopsManaging Windows SystemsRemote System ManagementTarget ReadersThis book is intended for the whole PowerShell community and everyone who is required to work with PowerShell in any capacity. This book assumes no prior knowledge and will quickly transform you into a competent, talented, solution-focused, and smart powershell practitioner. Following along this book requires only basic understanding of scripting.