An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance to marketing to astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage appr...

Prepare for Microsoft Exam 70-767-and help demonstrate your real-world mastery of skills for managing data warehouses. This exam is intended for Extract, Transform, Load (ETL) data warehouse developers who create business intelligence (BI) solutions. Their responsibilities include data cleansing as well as ETL and data warehouse implementation.

The reader should have experience installing and implementing a Master Data Services (MDS) model, using MDS tools, and creating a Master Data Manager ...

8D problem solving explained takes you to the core of the method, bringing your knowledge of the problem solving methodology to expert level. Supported by numerous practical examples, it illustrates how you can apply the 8D method in real life. Combined with theoretical background, you will learn to understand the method inside out. In addition, if you want to test your skills, two fully worked out cases allow you to find out how well you can apply the method when solving your problems. Use t...

Agile Practice Guide has been developed as a resource to understand, evaluate, and use agile and hybrid agile approaches. This practice guide provides guidance on when, where, and how to apply agile approaches and provides practical tools for practitioners and organizations wanting to increase agility. This practice guide is aligned with other PMI standards, including A Guide to the Project Management Body of Knowledge (PMBOK Guide) sixth edition, and was devel-oped as the result of collabora...

'We need effective citizen-lobbyists - not just likers, followers or even marchers - more than ever. I have no hesitation in lobbying you to read this book.'Bill Emmott, former editor in chief, the EconomistMany democratic societies are experiencing a crisis of faith. Citizens are making clear their frustration with their supposedly representative governments, which instead seem driven by the interests of big business, powerful individuals and wealthy lobby groups.

What can we do about it? Ho...

Discover the Japanese secret to a long and happy life with the internationally bestselling guide to ikigai - 'a refreshingly simple recipe for happiness' (Stylist Magazine)The people of Japan believe that everyone has an ikigai - a reason to jump out of bed each morning. And according to the residents of the Japanese island of Okinawa - the world's longest-living people - finding it is the key to a longer and more fulfilled life.Inspiring and comforting, this book will give you the life-chang...

Following the Arab Spring, Syria descended into civil and sectarian conflict. It has since become a fractured warzone which operates as a breeding ground for new terrorist movements including ISIS as well as the root cause of the greatest refugee crisis in modern history. In this important book, former Special Envoy of the Netherlands to Syria, Nikolaos van Dam, explains the recent history of Syria, covering the growing disenchantment with the Asad regime, the chaos of civil war and the fract...

Since the turn of the twenty-first century, the psychology of emotion has grown to become its own field of study. Because the study of emotion draws inspiration from areas of science outside of psychology, including neuroscience, psychiatry, biology, genetics, computer science, zoology, and behavioral economics, the field is now often called emotion science or affective science. A subfield of affective science is affective neuroscience, the study of the emotional brain.

This revised second ed...

Here is an exploration, unlike any before, of the fascinating, often poignant tension between the changing meanings of home and the experience of being the stranger in place and time amidst an era of runaway change. Individuals share their intimate stories of family and struggle, and through those personal narratives come insights about the global phenomena of migration and mobility, as whole populations cross borders and oceans in their desperate search for that safe, comfortable abode that ...