Automate the process of building training and deploying machine learning applications to production with AWS solutions such as SageMaker Autopilot AutoGluon Step Functions Amazon Managed Workflows for Apache Airflow and more Key Features Explore the various AWS... Lees meer.

Shows you how to design and architect your application for the harsh realities it can face. This work teaches you how to design your application for maximum uptime performance and return on investment. With a combination of case studies and practical advice it helps... Lees meer.

We will be taking a complete journey through the most valuable design patterns in React this book demonstrates how to apply design patterns and best practices in real-life situations whether that s for new or already existing projects. It will help you to make your ap... Lees meer.

Master the ML process from pipeline development to model deployment in production. KEY FEATURES Prime focus on feature-engineering model-exploration optimization dataops ML pipeline and scaling ML API. A step-by-step approach to cover every data scienc... Lees meer.

Build scalable maintainable and powerful React web apps with design patterns and insightful best practices Key Features Make the most of design patterns in React including render props and controlled and uncontrolled inputs Master React Hooks with the help of this... Lees meer.

OpenStack is one of the most important open source technologies since the Linux operating system. OpenStack is fast-evolving and requires a diverse skill-set to design and implement it. This book will address the latest changes made in OpenStack release and also deal wi... Lees meer.

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IoT Edge Computing with MicroK8s helps you to efficiently build and deploy applications in a MicroK8s environment with the help of use cases and examples. It includes best practices and tips to help you easily implement MicroK8s for creating and running IoT and edge wor... Lees meer.

A single dramatic software failure can cost a company millions of dollars - but can be avoided with simple changes to design and architecture. This new edition of the best-selling industry standard shows you how to create systems that run longer with fewer failures an... Lees meer.

This book is amid at teaching the readers how to apply the deep learning techniques to the time series forecasting challenges and how to build prediction models using PyTorch.The readers will learn the fundamentals of PyTorch in the early stages of the book. Next the t... Lees meer.

With constantly changing business requirements and technical environments the code needs to evolve too. Building applications using test-driven development process ensures that they work properly irrespective of such changes. In this book you will learn to make such r... Lees meer.

Practical Full-Stack Machine Learning introduces data professionals to a set of powerful open-source tools and concepts required to build a complete data science project. This book is written in Python and the ML solutions are language-neutral and can be applied to... Lees meer.

Get up and running with machine learning life cycle management and implement MLOps in your organization Key Features Become well-versed with MLOps techniques to monitor the quality of machine learning models in production Explore a monitoring framework for ML models... Lees meer.

Hands-On Serverless Applications with Go will teach you how to design a Go serverless application and deploy it to Lambda. Thanks to AWS Lambda serverless architectures are growing in popularity and this book will help you build software that is modern scalable and e... Lees meer.

Docker containers promise to radicalize the way developers build deploy and manage applications running in the cloud. Kubernetes provides the orchestration tools needed to realize that promise in production. In this book you will learn to deploy a production-ready Ku... Lees meer.