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 lesso...

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 Clo...

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 inpu...

The information which geologists derive from the evidences of organic remains does not wholly satisfy the keen appetite of educated minds for a knowledge of the mysteries of Nature and the revolutions of past times. The relics disentombed from our globe give no clew to its origin; and they throw but little light on the great physical events which transpired before life appeared on its surface. There are, however, reasonable hopes that the records which are wanting on this earth may be supp...

This essential book explores in depth the topic of income as a key driver of sustainable development. Revisiting his innovative Fair Wage approach, Daniel Vaughan-Whitehead examines the critical dimensions that define equitable wages and showcases fair wage achievements in brand supply chains. Thousands of companies have already implemented this approach, benefitting more than four million workers around the world.Vaughan-Whitehead shows how the Fair Wage concept has become a recog...

This book explores citizens' perceptions and experiences of security threats in contemporary Britain, based on twenty focus groups and a large sample survey conducted between April and September 2012. The data is used to investigate the extent to which a diverse public shares government framings of the most pressing security threats, to assess the origins of perceptions of security threats, to investigate what makes some people feel more threatened than others, to examine the effects of th...

There are three aims of Injured Brains of Medical Minds II - Firstly, to provide perceptive accounts of symptoms and the natural history of brain disorders by people specially trained in the art of observing and reporting, thus yielding unique insights into the lived experience of what it is like to be a patient and to be disabled. Secondly, to offer insights into how the brain works, since the articles are written by patients who are uniquely privileged in view of their understan...

Decades of stagnating demand for beer and the emergence of global brewing conglomerates had seen many of Britain’s longstanding breweries disappear and a decline in the diversity of beer styles on offer. However, following similar developments in the USA and Australia, the emergence of new craft breweries in the UK, producing small batch beers in an ever-increasing range of styles has re-vitalised the industry. Supporting employment both within brewing and hospitality while contributing to...

A young child’s fate is at stake in a deadly battle between his deceased parents in this gripping and profoundly original psychological thriller, perfect for fans of What Have You Done and Middle of the Night.When a commercial flight crashes, all 184 people on board perish—with the singular exception of a two-year-old boy named Ethan, who’s entrusted to family friends Matthew and Nicole per his late parents’ wishes.From the afterlife, Ethan’s parents, Tag and...

Comprehensive guide to Codex CLI: prompting, AGENTS.md, MCP, hooks, skills, sub-agents, orchestration, CI/CD, security, and enterprise deployment, with exercisesKey FeaturesMove from first principles to production workflows and team-scale agentic practice.Apply proven patterns for orchestration, code review, migration, testing, and CI/CD delivery.Harden agent sessions with approval modes, kernel-level sandboxing, and security practices.

Written by renowned data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for ...

Youth Studies: an introduction is a clear, jargon-free and accessible textbook which will be invaluable in helping to explain concepts, theories and trends within youth studies. The concise summaries of key texts and the ideas of important theorists make the book an invaluable resource. The book also raises questions for discussion, with international case studies and up-to-date examples.The book discusses important issues within youth studies, for example:ed...