Learn practical and modern experimental methods used by engineers in technology and trading. Experimentation for Engineers: From A/B testing to Bayesian optimization is a toolbox of methods for optimizing machine learning systems, quantitative trading strategies, and more. You'll start with a deep dive into A/B testing, and then graduate to advanced methods used to improve performance in highly competitive industries like finance and social media. The experimentation skills you'll master in this unique, practical guide will quickly reveal which approaches and features deliver real results for your business. In Experimentation for Engineers, you'll learn how to evaluate the changes you make to your system and ensure that your experiments don't undermine revenue or other business metrics. By the time you're done, you'll be able to seamlessly deploy changes to production while avoiding common pitfalls. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

A fresh examination of the relationship between two key issues in the on-going debate on urban governance - leadership and community involvement. It explores the nature of the interaction between community involvement and political leadership in modern local governance by drawing on empirical data gathered from case-studies concerning cities in England, Germany, Greece, Italy, the Netherlands, New Zealand, Norway, Poland, and Sweden. It presents both a country specific and cross-cutting analysis of the contributions that communities and leaders can make to more effective local governance. These country specific chapters are complemented by thematic, comparative chapters addressing alternative forms of community involvement, types and styles of leadership, multi-level governance, institutional restrictions and opportunities for leadership and involvement, institutional conditions underpinning leadership and involvement, and political culture in cities. This up-to-date survey of trends and developments in local governance moves the debate forward by analysing modern governance with reference to theories related to institutional theory, legitimation, and the way urban leadership and community involvement compliment one another. This book will be of great interest to students and scholars of politics and urban governance, and to all those concerned with questions of local governance and democracy.

This new study examines the relationship between two key issues in the on-going debate on urban governance- leadership and community involvement.
This book explores the nature of the interaction between community involvement and political leadership in modern local governance. Drawing on empirical data gathered from case-studies concerning cities in England, Germany, Greece, Italy, the Netherlands, New Zealand, Norway, Poland, and Sweden, the analysis offers both a country specific and cross-cutting analysis of the contributions that communities and leaders can make to more effective local governance. These country specific chapters are complemented by thematic, comparative chapters addressing alternative forms of community involvement, types and styles of leadership, multi-level governance, institutional restrictions and opportunities for leadership and involvement, institutional conditions underpinning leadership and involvement, and political culture in cities. This up-to-date survey of trendsand developments in local governance moves the debate forward by analyzing modern governance with reference to theories related to institutional theory, legitimation, and the way urban leadership and community involvement compliment one another.
This book will be of great interest to students and scholars of politics and urban governance, and to all those concerned with questions of local governance and democracy.

Councillors are the essence of local representative democracy, linking ordinary citizens and decision-makers in municipal arenas. In cross-national perspective, and taking in countries from across Europe, this book analyses the recruitment patterns, career, party associations, role perceptions, and attitudes to democracy, representation, and participation of local councillors. Matters such as gender, parties, institutions, municipal reform, functions in governance networks, and councillor influence are considered using data collected in an international survey, covering some 12,000 members of the local political elite. Drawing on diverse and eclectic literature, the contributions in this volume comprise a comprehensive and revealing analysis of modern councillors.

This text provides high-quality photographs, line drawings and diagrams on the state-of-the-art in forensic dentistry. Concentrating on human identification and bitemarks, the text illustrates evidence collection kits, postmordem techniques, analysis methods, and the most recent developments in the field of molecular biology and its application to odontological work. Written from both a North American and European view, the methods and procedures will be applicable to all readers whatever their geographical locations.