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Data Science: The Hard Parts
This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the "big themes" of the discipline—machine learning and programming. But most of the time, these tools can only take us so far. In practice, the smaller tools and skills really separate a great data scientist from a not-so-great one. Taken as a whole, the lessons in this book make the difference between an average data scientist candidate and a qualified data scientist working in the field. Author Daniel Vaughan has collected, extended, and used these skills to create...
Data Science: The Hard Parts: Techniques for Excelling at Data Science
This practical guide provides a collection of techniques and best practices that are generally overlooked in most data engineering and data science pedagogy. A common misconception is that great data scientists are experts in the "big themes" of the discipline--machine learning and programming. But most of the time, these tools can only take us so far. In practice, the smaller tools and skills really separate a great data scientist from a not-so-great one. Taken as a whole, the lessons in this book make the difference between an average data scientist candidate and a qualified data scientist working in the field. Author Daniel Vaughan has collected, extended, and used these skills to create ...
Cloud Native Development with Google Cloud
Cloud native development gives you the power to rapidly build, secure, and scale software. But you still need to navigate many potential pitfalls along the way. Through practical examples, this book demonstrates how to use Google Cloud as a laboratory to enable rapid innovation, a factory to automate build and testing, and a citadel to operate applications at scale securely. Author Daniel Vaughan shows you how to take applications from prototype to production by combining Google Cloud services, a cloud native programming model, and best practices. By following an example project from start to finish, developers, architects, and engineering managers working with the Google Cloud Platform will...
Behind the Rise of Global Supply Chains
Global supply chains have become a dominant business model that has generated millions of jobs in developing and emerging economies. At the same time, we do not know what is behind this rise, as well as the effects that purchasing practices between buyers and suppliers have on wages and working conditions. This book is the first to address the root causes of poor working conditions within global supply chains themselves, in terms of living wages, working hours, types of work contract, and health and safety, not only in the garment sector, but also in other sectors, such as food, electronics and furniture. From a unique survey among nearly 2,000 suppliers all over the world, this volume also ...
Analytical Skills for AI and Data Science
While several market-leading companies have successfully transformed their business models by following data- and AI-driven paths, the vast majority have yet to reap the benefits. How can your business and analytics units gain a competitive advantage by capturing the full potential of this predictive revolution? This practical guide presents a battle-tested end-to-end method to help you translate business decisions into tractable prescriptive solutions using data and AI as fundamental inputs. Author Daniel Vaughan shows data scientists, analytics practitioners, and others interested in using AI to transform their businesses not only how to ask the right questions but also how to generate val...
Windows Phone 8 Unleashed
Windows® Phone 8 Unleashed is the definitive guide to Microsoft’s new Windows Phone 8 platform for intermediate to advanced developers. Written by Microsoft MVP and leading Windows Phone and WPF innovator Daniel Vaughan, this full-color guide covers everything developers need to rapidly build highly competitive Windows Phone 8 mobile apps. Vaughan teaches through complete sample apps—leveraging the MVVM pattern—illuminating each key concept with fully explained code and real-world context. He presents best practices for building highly functional, maintainable, and attractive mobile interfaces; integrating touch, rich media, and data; testing; profiling; and more. Expanded and updated...
The Big Sandy Valley
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EU Enlargement Versus Social Europe?
Recoge : Part I: Candidate countries and the community social acquis: an imposible match? - Part II: Social dumping: myth or reality?
The European Social Model in Crisis
This is the first book to provide a comprehensive and systematic assessment of the impact of the crisis and austerity policies on all elements of the European Social Model. This book assesses the situation in each individual EU member state on the basi
