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...

Anna is the daughter of an American couple working in Cairo. Layla is the daughter of the doorman in Anna's apartment building. Together they strike up an unlikely friendship that is put to the test when both girls are faced with family health crises at home and revolutionary unrest on the streets.

As Anna and Layla reckon with illness, risk, and loss in different ways, they learn the power of friendship and the importance of hope. Ultimately, they must recognize that there is still time to f...

With two comprehensive writing models, Scott A Kuehn and Andrew Lingwall help readers to develop the essential writing skills and professional habits needed to succeed in 21st-century media careers.

Drawing on extensive teaching and clinical experience, this book discusses how therapists can bring about change in group settings using a well-developed organizing framework that utilizes interpersonal processes.

In the Fourth Edition of this bestselling book, John W Creswell and new co-author Cheryl N Poth explore the philosophical underpinnings, history and key elements of each of five qualitative inquiry traditions: narrative research, phenomenology, grounded theory, ethnography and case study - putting them side by side, so that we can see the differences. The authors relate research designs to each of the traditions of enquiry. They compare theoretical frameworks and ways to employ standards of q...

This book provides personal experiences, best practices, and deeper resources for educators who work with students with special needs. Chapters discuss how special educational needs affect reading and math instruction, accommodations, culturally responsive practices, legal issues, home-school collaboration, and more.

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...