manning publications mär 2022 (11 Ergebnisse)

Taschenbuch. Zustand: Neu. Neuware - Serverless Architectures on AWS, Second Edition teaches you how to design, secure, and manage serverless backend APIs for web and mobile applications on the AWS platform. You'll get going quickly with this book's relevant real-world examples, code listings, diagrams, and clearly-described architectures that you can readily apply to your own work. You'll master serverless systems using AWS Lambda and the myriad other services on the AWS platform.

Taschenbuch. Zustand: Neu. Neuware - By treating your infrastructure as a codeable application, you can instantaneously create and launch new components and respond efficiently to changes in demand and other use requirements.

Taschenbuch. Zustand: Neu. Neuware - Deploying a machine learning model into a fully realized production system usually requires painstaking work by an operations team creating and managing custom servers. Cloud Native Machine Learning helps you bridge that gap by using the pre-built services provided by cloud platforms like Azure and AWS to assemble your ML system's infrastructure. Following a real-world use case for calculating taxi fares, you'll learn how to get a serverless ML pipeline up and running using AWS services. Clear and detailed tutorials show you how to develop reliable, flexible, and scalable machine learning systems without time-consuming management tasks or the costly overheads of physical hardware. about the technologyYour new machine learning model is ready to put into production, and suddenly all your time is taken up by setting up your server infrastructure. Serverless machine learning offers a productivity-boosting alternative. It eliminates the time-consuming operations tasks from your machine learning lifecycle, letting out-of-the-box cloud services take over launching, running, and managing your ML systems. With the serverless capabilities of major cloud vendors handling your infrastructure, you're free to focus on tuning and improving your models. about the book Cloud Native Machine Learning is a guide to bringing your experimental machine learning code to production using serverless capabilities from major cloud providers. You'll start with best practices for your datasets, learning to bring VACUUM data-quality principles to your projects, and ensure that your datasets can be reproducibly sampled. Next, you'll learn to implement machine learning models with PyTorch, discovering how to scale up your models in the cloud and how to use PyTorch Lightning for distributed ML training. Finally, you'll tune and engineer your serverless machine learning pipeline for scalability, elasticity, and ease of monitoring with the built-in notification tools of your cloud platform. When you're done, you'll have the tools to easily bridge the gap between ML models and a fully functioning production system. what's inside Extracting, transforming, and loading datasetsQuerying datasets with SQLUnderstanding automatic differentiation in PyTorchDeploying trained models and pipelines as a service endpointMonitoring and managing your pipeline's life cycleMeasuring performance improvements about the readerFor data professionals with intermediate Python skills and basic familiarity with machine learning. No cloud experience required. about the author Carl Osipov has spent over 15 years working on big data processing and machine learning in multi-core, distributed systems, such as service-oriented architecture and cloud computing platforms. While at IBM, Carl helped IBM Software Group to shape its strategy around the use of Docker and other container-based technologies for serverless computing using IBM Cloud and Amazon Web Services. At Google, Carl learned from the world's foremost experts in machine learning and also helped manage the company's efforts to democratize artificial intelligence. You can learn more about Carl from his blog Clouds With Carl.

Taschenbuch. Zustand: Neu. Neuware - Logging in Action teaches you how to make your log processing a real asset for your application, all with free and open source tools. YouGÇÖll use the powerful log management tool Fluentd to solve common log problems, and learn how proper log management can improve performance and make management of software solutions easier. Through useful examples like sending log driven events to Slack, youGÇÖll get hands-on experience applying structure to your unstructured data.

Taschenbuch. Zustand: Neu. Neuware - Street Coder Rulesto break and how to break them is a guide for beginner programmers making their move from learner to developer. Written by self-taught pro Sedat Kapanoglu, it takes the best practices you learn in a computer science class and deconstructs them to show when they're beneficial--and when they aren't! Theeasy-to-follow C# examples easily translate to any modern programming language.In this practical guide, you'll learn how some antipatterns and 'bad' programming practices can actually be put togood use, and develop an ever-questioning mindset for assessing techniques ontheir own merits. This book is built on the kind of challenges you'll face onthe job--from technical projects like building a search feature, to succeeding in a dysfunctional team with a paranoid manager. When you're done, you'll be street smart and ready to start creating efficient software.

Taschenbuch. Zustand: Neu. Neuware - Unity in Action, Third Edition teaches you to write and deploy games with Unity. You'll work through interesting and engaging examples of 2D, 3D, and AR/VR games to get hands-on experience of Unity's intuitive workflow tools and state-of-the-art rendering engine. Joe Hocking's expert instruction has given thousands of aspiring game developers a clear starting point for their journey into Unity. Starting with the initial groundwork of a new game development project, you'll quickly progress to creating scripts and building easy-to-read UIs. Now for the first time, this fully updated third edition presents new coverage of Unity's XR toolkit and shows you how you can start building with virtual and augmented reality.

Taschenbuch. Zustand: Neu. Neuware - PrivacyEngineering is a hands-on guide to building a modern and flexible privacy program for your organization. You'll create technical solutions that meet essential legal/compliance requirements and build arelationship of trust with your customers.The book helps you implement scalable tools and methods to navigate the tricky trade-offs between privacy and business needs.You'll quickly see how front-loading and automating your privacy program helps you spot risks in your own data management systems. Throughout, examples and architectures show you how to build the kind of privacy that both your customers and the law demand. There's no bureaucratic new process; just hands-on technical solutions and smart repurposing of your existing security tools to achieve your privacy goals.

Taschenbuch. Zustand: Neu. Neuware - How to Lead in Data Science teaches strategies for thriving in data leadership and advancing your career in this competitive field. In this practical guide, authors Jike Chong and Yue Cathy Chang share leadership techniques that they've developed building multiple high-performance data teams. You'll learn best practices for balancing trade-offs, planning projects from vague requirements, and navigating roadblocks in company management structure. Blending insights from the author's hard-won experience with the timeless teachings of Aristotle and Confucius, this book will help you cultivate yourself, your team, and your company's data culture--all while driving the impact of data science in your organization. Throughout, carefully crafted assessments and interview scenarios encourage introspection, reveal personal blind spots, and show development areas to help advance your career.

Taschenbuch. Zustand: Neu. Neuware - Spring in Action, 6th Edition guides you through Spring's core features explained in Craig Walls' famously clear style. You'll roll up your sleeves and build a secure database-backed web app step by step. Along the way, you'll explore reactive programming, microservices, service discovery, RESTful APIs, deployment, and expert best practices. The latest version of a bestseller upgraded for Spring 5.3 and Spring Boot 2.4, this new edition also covers the RSocket specification for reactive networking between applications and delves deep into essential features of Spring Security. Whether you're just discovering Spring or leveling up to Spring 5.3, this Manning classic is your ticket!

Taschenbuch. Zustand: Neu. Neuware - Data Analysis with Python and PySpark is a carefully engineered tutorial that helps you use PySpark to deliver your data-driven applications at any scale.This clear and hands-on guide shows you how to enlarge your processing capabilities across multiple machines with data from any source, ranging from Had oop-based clusters to Excel worksheets. You'll learn how to break down big analysis tasks into manageable chunks and how to choose and use the best PySpark data abstraction for your unique needs. By the time you're done, you'll be able towrite and run incredibly fast PySpark programs that are scalable, efficient tooperate, and easy to debug.

Taschenbuch. Zustand: Neu. Neuware - Functional Programming in C# teaches you to apply functional thinking to real-world problems using the C# language. You'll start by learning the principles of functional programming and the language features that allow you to program functionally. You'll explore C#'s functional language features, and how to use them to write code that is concise, elegant, robust, and maintainable. Through a variety of examples inspired by real-world programming tasks, you'll learn the power of function composition, data flow programming, immutable data structures, and monadic composition with LINQ. Soon, you'll have completely changed the way you approach writing code and designing architecture.