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Dig deep into the data with a hands-on guide to machine learning with updated examples and more! Machine Learning: Hands-On for Developers and Technical Professionals provides hands-on instruction and fully-coded working examples for the most common machine learning techniques used by developers and technical professionals. The book contains a breakdown of each ML variant, explaining how it works and how it is used within certain industries, allowing readers to incorporate the presented techniques into their own work as they follow along. A core tenant of machine learning is a strong focus on data preparation, and a full exploration of the various types of learning algorithms illustrates how...
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Design and develop full-stack and cross-platform Angular applications using the latest web tooling, development techniques, and modern app architecture Key FeaturesImplement scalability and maintainability to your full stack apps using Angular modules and componentsGet the complete source code of the example social network app built using GraphQL and ApolloManage your Angular applications state using Apollo client for a seamless user experienceBook Description GraphQL is an alternative to traditional REST technology for querying Web APIs. Together with Angular and TypeScript, it provides a tech stack option for building future-proof web applications that are robust and maintainable at any sc...
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Islands and archipelagos hold great imaginative power, and they have long been a subject of study for cartographers and geographers, for anthropologists and historians of colonisation. But what does it mean to be an islander? Can one feel both British and Manx, for example? What are British tourists looking for when they go to former island colonies? How do past relationships with Britain affect islands today? This collection takes a variety of perspectives to provide answers to such questions, examining war, empire, tourism, immigration, language, literature, and everyday life on and in islands, and the question of travel to and from them. Britishness is highlighted as a global island pheno...