Ci Cd Design Patterns
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Ci Cd Design Patterns
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Author : Garima Bajpai
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-12-13
Ci Cd Design Patterns written by Garima Bajpai and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-13 with Computers categories.
No detailed description available for "CI/CD Design Patterns".
Machine Learning Design Patterns
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Author : Valliappa Lakshmanan
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2020-10-15
Machine Learning Design Patterns written by Valliappa Lakshmanan and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-15 with Computers categories.
The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice. In this book, you will find detailed explanations of 30 patterns for data and problem representation, operationalization, repeatability, reproducibility, flexibility, explainability, and fairness. Each pattern includes a description of the problem, a variety of potential solutions, and recommendations for choosing the best technique for your situation. You'll learn how to: Identify and mitigate common challenges when training, evaluating, and deploying ML models Represent data for different ML model types, including embeddings, feature crosses, and more Choose the right model type for specific problems Build a robust training loop that uses checkpoints, distribution strategy, and hyperparameter tuning Deploy scalable ML systems that you can retrain and update to reflect new data Interpret model predictions for stakeholders and ensure models are treating users fairly
Serverless Design Patterns And Best Practices
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Author : Brian Zambrano
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-04-12
Serverless Design Patterns And Best Practices written by Brian Zambrano and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-12 with Computers categories.
Get started with designing your serverless application using optimum design patterns and industry standard practices Key Features Learn the details of popular software patterns and how they are applied to serverless applications Understand key concepts and components in serverless designs Walk away with a thorough understanding of architecting serverless applications Book Description Serverless applications handle many problems that developers face when running systems and servers. The serverless pay-per-invocation model can also result in drastic cost savings, contributing to its popularity. While it's simple to create a basic serverless application, it's critical to structure your software correctly to ensure it continues to succeed as it grows. Serverless Design Patterns and Best Practices presents patterns that can be adapted to run in a serverless environment. You will learn how to develop applications that are scalable, fault tolerant, and well-tested. The book begins with an introduction to the different design pattern categories available for serverless applications. You will learn the trade-offs between GraphQL and REST and how they fare regarding overall application design in a serverless ecosystem. The book will also show you how to migrate an existing API to a serverless backend using AWS API Gateway. You will learn how to build event-driven applications using queuing and streaming systems, such as AWS Simple Queuing Service (SQS) and AWS Kinesis. Patterns for data-intensive serverless application are also explained, including the lambda architecture and MapReduce. This book will equip you with the knowledge and skills you need to develop scalable and resilient serverless applications confidently. What you will learn Comprehend the popular design patterns currently being used with serverless architectures Understand the various design options and corresponding implementations for serverless web application APIs Learn multiple patterns for data-intensive serverless systems and pipelines, including MapReduce and Lambda Architecture Learn how to leverage hosted databases, queues, streams, storage services, and notification services Understand error handling and system monitoring in a serverless architecture a serverless architecture Learn how to set up a serverless application for continuous integration, continuous delivery, and continuous deployment Who this book is for If you're a software architect, engineer, or someone who wants to build serverless applications, which are non-trivial in complexity and scope, then this book is for you. Basic knowledge of programming and serverless computing concepts are assumed.
Microservices Design Patterns With Java
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Author : Sergey Seroukhov
language : en
Publisher: BPB Publications
Release Date : 2024-05-24
Microservices Design Patterns With Java written by Sergey Seroukhov and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-24 with Computers categories.
Java microservices: The ultimate pattern guide KEY FEATURES ● Covers 70+ Java microservices patterns in detail. ● Practical code examples for immediate application. ● Strategies from architecture to deployment explained. DESCRIPTION Microservices, a popular software architecture style, breaks down applications into small, independent services built with Java, a versatile and widely used programming language. This book serves as a roadmap for mastering design patterns that solve common problems encountered during microservices development in Java. Start with microservices setup for team success. Discover various architectural styles and communication approaches for seamless service interaction. Learn effective data management within microservices. Acquire skills for handling unforeseen scenarios in transactions and crafting secure APIs for user service access. Lastly, grasp crucial monitoring, testing, and deployment practices to identify and address issues, ensuring smooth production deployment. "Microservices Design Patterns with Java" positions itself as an indispensable tool in the arsenal of today’s software professionals. It not only aids in navigating the complexities of microservices architecture but also enhances the reader's ability to deliver robust, high-quality software solutions efficiently. WHAT YOU WILL LEARN ● Architect scalable, resilient microservices using Java-based design patterns. ● Implement efficient communication and data management strategies within microservices. ● Design secure, robust external APIs for microservices integration and interaction. ● Monitor and maintain microservices with advanced logging, tracing, and health checks. ● Deploy microservices with Docker, Kubernetes, and serverless platforms effectively. ● Automate CI/CD pipelines for microservices for streamlined development and deployment. WHO THIS BOOK IS FOR This book is for seasoned microservices developers seeking to expand their repertoire of design patterns and practices, as well as for newcomers looking for comprehensive guidance on patterns and practices throughout the entire development lifecycle. It is tailored for architects, developers, team leads, and DevOps engineers. TABLE OF CONTENTS 1. Defining Product Vision and Organization Structure 2. Architecting Microservices Systems 3. Organizing and Documenting Code 4. Configuring Microservices 5. Implementing Communication 6. Working with Data 7. Handling Complex Business Transactions 8. Exposing External APIs 9. Monitoring Microservices 10. Packaging Microservices 11. Testing Microservices 12. Scripting Environments 13. Automating CI/CD Pipelines 14. Assembling and Deploying Products
Design Patterns
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Author : Erich Gamma
language : en
Publisher: Pearson Deutschland GmbH
Release Date : 1995
Design Patterns written by Erich Gamma and has been published by Pearson Deutschland GmbH this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Business & Economics categories.
Software -- Software Engineering.
Hands On Design Patterns With Python
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Author : Aditya Pratap Bhuyan
language : en
Publisher: Aditya Pratap Bhuyan
Release Date : 2025-03-07
Hands On Design Patterns With Python written by Aditya Pratap Bhuyan and has been published by Aditya Pratap Bhuyan this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-07 with Computers categories.
Hands-On Design Patterns with Python is an essential guide for software developers and engineers seeking to master design patterns and enhance their Python programming skills. Whether you're a beginner or an experienced Python developer, this book provides you with the tools and practical knowledge to implement and apply design patterns effectively in your projects. Design patterns are proven solutions to common software design challenges. This book dives into the 23 classic design patterns, categorizing them into Creational, Structural, and Behavioral patterns, offering real-world Python code examples and hands-on guidance. Each pattern is explained with clarity, demonstrating its real-world application and helping you write more modular, scalable, and maintainable code. Key Features: Comprehensive Coverage of Design Patterns: From fundamental patterns like Singleton and Factory to advanced ones like Command and State, this book covers a wide range of design patterns with easy-to-follow Python implementations. Practical Code Examples: Every pattern is accompanied by detailed Python code, showing you how to implement and adapt the pattern to solve common software design problems. Real-World Use Cases: Learn how to apply design patterns to solve real-world challenges. Through hands-on projects and case studies, you’ll discover how these patterns fit into various Python applications, from simple scripts to complex systems. Modern Python Insights: The book not only explains design patterns but also integrates Python-specific features, such as decorators, context managers, and type hinting, to make the code cleaner and more Pythonic. Best Practices for Software Design: Beyond just patterns, this book emphasizes writing clean, maintainable code, refactoring legacy systems, and building scalable architectures using design patterns. Who This Book is For: Software Developers looking to deepen their understanding of design patterns and enhance their Python skills. Python Engineers who want to write more efficient, reusable, and maintainable code. Software Architects seeking a structured approach to designing scalable systems with Python. Agile Teams or Scrum Masters who want to integrate design patterns into their development process for better collaboration and system reliability. What You’ll Learn: Creational Patterns like Singleton and Factory Method that simplify object creation. Structural Patterns such as Adapter, Composite, and Decorator that optimize system organization. Behavioral Patterns like Observer and Strategy that manage object interaction. Advanced Patterns like Dependency Injection and Event-Driven Architecture for modern, scalable applications. This book goes beyond theory and empowers you to apply what you've learned in real projects, whether you're building a simple application or developing enterprise-level software. You'll gain the skills to design better systems that are flexible, maintainable, and ready to evolve with your business needs. Hands-On Design Patterns with Python is a practical guide that equips you with everything you need to write cleaner, more efficient, and future-proof software.
Net 7 Design Patterns In Depth
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Author : Vahid Farahmandian
language : en
Publisher: BPB Publications
Release Date : 2023-07-07
Net 7 Design Patterns In Depth written by Vahid Farahmandian and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-07 with Computers categories.
Unlock the power of design patterns to build robust and scalable .NET applications KEY FEATURES ● Develop a solid understanding of SOLID principles and learn effective strategies to master their application. ● Gain the knowledge and skills to elevate software architecture by applying appropriate design patterns. ● Get a comprehensive analysis of the advantages and limitations inherent in each design pattern. DESCRIPTION Design patterns in .NET improve code quality, encourage collaboration, and address common software design issues, resulting in more efficient and effective software development projects. This book is an ideal resource for those seeking to learn about design patterns in .NET and their practical application. The book highlights the importance of design patterns in solving software design challenges. It then proceeds to explore creational design patterns, which primarily address object creation, followed by structural design patterns that handle object composition and organization. Furthermore, the book delves into behavioral design patterns, which center around the interaction and communication between objects. It also covers domain logic design patterns, data source architectural design patterns, object-relational behaviors, structures, and metadata mapping design patterns. Moving on, the book provides insights into web presentation design patterns, offering guidance on the effective design of web interfaces. It also examines distribution design patterns, offline concurrency design patterns, and session state design patterns. Lastly, the book presents base design patterns as fundamental building blocks for other patterns. Upon completion of this book, you will possess the knowledge and skills required to design and implement suitable software infrastructures using design patterns, .NET 7.0, and the C# programming language. WHAT YOU WILL LEARN ● Enhance proficiency in managing object creation by utilizing creational design patterns. ● Learn how to manage class relationships using structural design patterns. ● Implement behavioral design patterns to manage object and class behavior effectively. ● Understand how to use Concurrency design patterns to handle multi-threaded scenarios. ● Learn how to use data access design patterns to optimize data management capabilities. WHO THIS BOOK IS FOR This book caters to software engineers, programmers, and software system architects with intermediate knowledge of the C#.NET programming language, .NET 7.0, and UML. TABLE OF CONTENTS 1. Introduction to Design Patterns 2. Creational Design Patterns 3. Structural Design Patterns 4. Behavioral Design Patterns – Part I 5. Behavioral Design Patterns – Part II 6. Domain Logic Design Patterns 7. Data Source Architecture Design Patterns 8. Object-Relational Behaviors Design Patterns 9. Object-Relational Structures Design Patterns 10. Object-Relational Metadata Mapping Design Patterns 11. Web Presentation Design Patterns 12. Distribution Design Patterns 13. Offline Concurrency Design Patterns 14. Session State Design Patterns 15. Base Design Patterns
Mastering Python Design Patterns For Scalable Applications Unlock The Secrets Of Expert Level Skills
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Author : Larry Jones
language : en
Publisher: Walzone Press
Release Date : 2025-03-03
Mastering Python Design Patterns For Scalable Applications Unlock The Secrets Of Expert Level Skills written by Larry Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-03 with Computers categories.
Unlock the full potential of design patterns with "Mastering Python Design Patterns for Scalable Applications: Unlock the Secrets of Expert-Level Skills." This definitive guide immerses experienced programmers in the sophisticated world of design patterns, demonstrating their critical role in crafting efficient, scalable, and maintainable software solutions. With Python as its foundation, this book delivers a comprehensive exploration of both classic and advanced patterns, tailored to meet the demands of today’s dynamic programming landscape. Each chapter systematically unfolds the intricate layers of design patterns, from foundational creational, structural, and behavioral motifs to advanced concurrency and architectural structures. Detailed explanations and practical case studies illuminate the application of these patterns in real-world scenarios, equipping readers with the knowledge to tackle complex software challenges adeptly. This book not only covers the implementation of individual patterns but also delves into the art of integrating and adapting them, offering strategies for creating robust, scalable systems. Embark on a transformative journey towards architectural excellence with this essential resource, designed to elevate your programming expertise. Whether you are refactoring legacy code or designing new systems, "Mastering Python Design Patterns for Scalable Applications" empowers you to refine your skills, ensuring your software remains at the forefront of innovation. Through in-depth analyses and cutting-edge techniques, this book positions itself as an indispensable tool for any software engineer determined to master the craft of design patterns.
Design Patterns In Practice Unlock The Secrets Of Expert Level Skills
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Author : Larry Jones
language : en
Publisher: Walzone Press
Release Date : 2025-03-17
Design Patterns In Practice Unlock The Secrets Of Expert Level Skills written by Larry Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-17 with Computers categories.
Unlock the secrets of expert-level software design with "Design Patterns in Practice: Unlock the Secrets of Expert-Level Skills." This comprehensive guide delves into the essentials of design patterns, equipping experienced programmers with the tools needed to elevate their development capabilities. By exploring a broad range of patterns—from creational to concurrency and architectural—this book provides a detailed roadmap for enhancing the flexibility, maintainability, and scalability of your software systems. Each chapter meticulously dissects a category of design patterns, shedding light on their real-world applications and demonstrating how they can be leveraged to solve complex design problems. With a strong emphasis on practical implementation, the book examines patterns' contexts, benefits, and trade-offs, offering readers valuable insights and strategies for overcoming challenges and avoiding common pitfalls. You'll gain depth in understanding and handling domain-specific patterns tailored to tackle industry-specific challenges and enhance performance across diverse fields. Whether you're revisiting familiar patterns with fresh perspectives or venturing into advanced integrative techniques, "Design Patterns in Practice" promises to transform your approach to software architecture. By the end of this compelling read, you'll be adept at orchestrating robust solutions through an artful combination of patterns, thereby achieving superior design mastery and delivering high-performance applications. This book is an indispensable resource for any developer aiming to achieve excellence in the art of software design.
Microservices Design Patterns
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Author : ALI HEYDARIMOGHADDAM
language : en
Publisher: ALI HEYDARIMOGHADDAM
Release Date :
Microservices Design Patterns written by ALI HEYDARIMOGHADDAM and has been published by ALI HEYDARIMOGHADDAM this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Uncover the secrets to building robust and scalable microservices architectures in the digital era! "Microservices Design Patterns" is your essential guide to navigating the complex landscape of modern software development. Whether you're a seasoned architect or a curious developer, this book offers a deep dive into proven design patterns that empower you to create agile, scalable, and resilient microservices. Inside, you'll explore: 🚀 Strategies for Scaling Microservices 🌐 Fault Tolerance and Resilience Patterns 💡 Service Discovery and Communication Patterns 🔒 Security Best Practices 📊 Monitoring and Observability Techniques With real-world examples and practical insights, this book is a must-read for anyone looking to master microservices design. Elevate your software development skills and stay ahead in the rapidly evolving world of technology. Ready to revolutionize your approach to microservices? Dive into "Microservices Design Patterns" today! Get your copy now and embark on a journey to architecting the future of scalable software.