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Run Windows nodes and seamlessly deploy .NET applications on a Kubernetes cluster.Kubernetes on Windows reveals how to operate Windows applications in Kubernetes. It teaches you how to create your own Windows-enabled Kubernetes cluster from scratch and how to manage day-to-day operations of a Kubernetes cluster. You'll dive straight into standing up a Kubernetes cluster and deploying workloads, following careful guidance that's focused on the ...

Go beyond basic testing! Great software testing makes the entire development process more efficient, from understanding your code before you write it to catching bugs in tricky corner cases.Effective Software Testing is a hands-on guide to creating high quality tests, from your first line of code through pre-delivery checks. It's full of techniques drawn from proven research in software engineering. You'll learn to efficiently engineer tests s...

Kubeflow simplifies and automates machine learning tasks like interactive analysis, complex pipelines, and model training. Seamlessly push models to production in the containerized and distributed environment and scale your ML infrastructure from your laptop to a Kubernetes cluster.Kubeflow in Action shows you how to utilize Kubeflow to rapidly scale machine learning projects from a laptop to a distributed cluster. You'll kick off with a rapid...

Use Akka to solve the big problems of distributed systems-from multithreading and concurrency, to handling scalability and failure.Akka in Action, Second Edition is a practical guide to building message-oriented systems with Akka. Extensively revised by Akka contributor and consultant Francisco López-Sancho, this upgraded second edition comes with new coverage of Akka typed, microservices architecture, and more. You'll learn how to build with ...

Guarantee the quality and consistency of your web APIs by implementing an automated testing process.In Testing Web APIs you'll develop a diverse testing program that gets your whole team involved in ensuring quality. This practical book demystifies abstract strategic concepts by applying them to common API testing scenarios, revealing how these complex ideas work in the real world. It fully covers automation techniques like functional API auto...

Understand and stop the hacks you read about in the headlines! This practical guide includes secure code samples, built-in ASP.NET tools, and insider techniques to help your web applications stay safe and secure.ASP.NET Core Security is a practical and hands-on guide to securing web applications built with ASP.NET. Written by Christian Wenz, a 20-year veteran of web security, it reveals attacks that threaten your apps and introduces the built-...

You know how to build Go programs-now learn how to ship them to your customers efficiently! This practical guide to continuous delivery shows you how to rapidly establish an automated pipeline that will improve your testing, code quality, and final product.Bootstrapping Go is a hands-on guide to shipping Go-based software. Following examples in the powerful Go programming language, you'll learn how to establish pipelines that seamlessly ferry ...

Take PowerShell beyond simple scripts and build time-saving automations for your team, your users, and the world.Practical Automation in PowerShell reveals how you can use PowerShell to build automation solutions for a huge number of common admin and DevOps tasks. It takes you beyond scripting basics and shows you how to handle the unforeseen complexities that can keep automations from becoming reusable and resilient. You'll discover tools and...

Math and Architectures of Deep Learning sets out the foundations of DL usefully and accessibly to working practitioners.Math and Architectures of Deep Learning bridges the gap between theory and practice, laying out the math of deep learning side by side with practical implementations in Python and PyTorch. You'll peer inside the "black box" to understand how your code is working, and learn to comprehend cutting-edge research you can turn into...

A jargon-free, practical guide to the key concepts, terminology, and technologies of cybersecurity perfect for anyone planning or implementing a security strategy.Go behind the headlines of famous attacks and learn lessons from real-world breaches that author Tom Kranz has personally helped to clean up. Making Sense of Cyber Security is a no-nonsense overview of common cyber threats. Written for readers at all skill levels, this easy-to-read g...

An example-driven guide to securing access to your applications with OpenID Connect, the OAuth-based identity layer that keeps billions of user interactions safe every day.Login security is a complex problem with a simple solution: OpenID Connect. OpenID Connect in Action takes you under the hood of this reliable identity layer, showing you how to integrate OpenID Connect into a server-side web application, a single-page application (SPA), a n...

Discover all-practical implementations of the key algorithms and models for handling unlabelled data. Full of case studies demonstrating how to apply each technique to real-world problems.Models and Algorithms for Unlabelled Data introduces mathematical techniques, key algorithms, and Python implementations that will help you build machine learning models for unannotated data. You'll master everything from kmeans and hierarchical clustering, t...

Create Python packages to share your code in a scalable and maintainable way. Improve team productivity, publish helpful libraries, or even start your own open source project following the latest Python packaging standards.Publishing Python Packages teaches you how to easily share your Python code with your team and the outside world. Learn a repeatable and highly automated process for package maintenance that's based on the best practices, to...

Build powerful, production-ready search applications using the incredible features of Elasticsearch.Elasticsearch in Action, Second Edition is a hands-on guide to developing fully functional search engines with Elasticsearch and Kibana. Rewritten for the latest version of Elasticsearch, this completely new second edition explores Elasticsearch's high-level architecture, reveals infrastructure patterns, and walks through the search and analytic...

Understand Kubernetes and other orchestration systems deeply by building your own using Go and the Docker API. Orchestration systems like Kubernetes coordinate other software subsystems and services to create a complete organized system. Although orchestration tools have a reputation for complexity, they're designed around few important patterns that apply across many aspects of software development. Build an Orchestrator in Go reveals the inn...

Practical patterns for scaling machine learning from your laptop to a distributed cluster.Scaling up models from standalone devices to large distributed clusters is one of the biggest challenges faced by modern machine learning practitioners. Distributed Machine Learning Patterns teaches you how to scale machine learning models from your laptop to large distributed clusters. In Distributed Machine Learning Patterns, you'll learn how to apply e...

Field-tested tips, tricks, and design patterns for building Machine Learning projects that are deployable, maintainable, and secure from concept to production. Machine Learning Engineering in Action lays out an approach to building deployable, maintainable production machine learning systems. You'll adopt software development standards that deliver better code management, and make it easier to test, scale, and even reuse your machine learning ...

Essential Infrastructure as Code teaches patterns for scaling systems and supporting infrastructure for mission-critical applications. Essential Infrastructure as Code teaches patterns for scaling systems and supporting infrastructure for mission-critical applications. The book is full of flexible automation techniques and universal principles that are easy to apply to almost any use case, from data centers, to public cloud, to Software-as-a-S...

Cyber Defenders' Career Guide unlocks your pathway to becoming a great security practitioner. Kickstart a career in cyber security by learning how to adapt your existing technical and non-technical skills with Cyber Defenders' Career Guide. Cyber Defenders' Career Guide unlocks your pathway to becoming a great security practitioner. You'll learn how to reliably enter the security field and quickly grow into your new career, following clear, pr...

Kubernetes Quickly is a hands-on guide to taking your first steps into Kubernetes using the powerful Google Kubernetes Engine service. Kubernetes Quickly is a clear and practical beginner's guide that shows you just how easy, flexible, and cost-effective it can be to make the switch to Kubernetes deployment even for small to medium-sized applications. Kubernetes Quickly is a hands-on guide to taking your first steps into Kubernetes using the p...