Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical an...

From the leading authors in the field, Michael Moran, Howard Shapiro, Bruce Munson, and David DeWitt, comes an integrated introductory presentation of thermodynamics, fluid mechanics, and heat transfer. The unifying theme is the application of these priciples in thermal systems engineering. Responding to pressures to reduce credit hours in the curriculum and to ABET-inspired objectives for more integrated treatment of engineering topics, this text surveys the field of thermal sciences with an...

The world is a better place than it used to be. People are healthier, wealthier, and live longer. Yet the escapes from destitution by so many has left gaping inequalities between people and nations.

In The Great Escape, Angus Deaton--one of the foremost experts on economic development and on poverty--tells the remarkable story of how, beginning 250 years ago, some parts of the world experienced sustained progress, opening up gaps and setting the stage for today's disproportionately unequal wo...

As a leading reference on pediatric cardiology and congenital heart disease, Anderson's Pediatric Cardiology provides exhaustive coverage of potential pediatric cardiovascular anomalies, potential sequelae related to these anomalies, comorbidities and neurodevelopmental problems, and current methods for management and treatment. The fully revised 4th Edition addresses significant and ongoing changes in practice, including recent developments in fetal, neonatal, and adult congenital heart cond...

The most researched, documented, and comprehensive manifesto on experiential marketing. As customers take control over what, when, why, and how they buy products and services, brands face the complete breakdown and utter failure of passive marketing strategies designed more than a half-century ago. To connect with a new generation of customers, companies must embrace and deploy a new marketing mix, powered by a more effective discipline: experiences.

Experiential marketing, the use of live, f...

Incorporating Chinese, European, and International standards and units of measurement, this book presents a classic subject in an up-to-date manner with a strong emphasis on failure analysis and prevention-based machine element design. It presents concepts, principles, data, analyses, procedures, and decision-making techniques necessary to design safe, efficient, and workable machine elements. Design-centric and focused, the book will help students develop the ability to conceptualize designs...

Utilizing technology and extensive support for student success.

The Practice of Statistics is the most trusted program for AP® Statistics because it provides teachers and students with everything they need to be successful in the statistics course and on the AP® Exam. With the expert authorship of high school AP® Statistics veterans, Daren Starnes and Josh Tabor and their supporting team of AP® teacher/leaders, The UPDATED Practice of Statistics, Sixth edition features a revised organiza...

Cyber-solutions to real-world business problems

Artificial Intelligence in Practice is a fascinating look into how companies use AI and machine learning to solve problems. Presenting 50 case studies of actual situations, this book demonstrates practical applications to issues faced by businesses around the globe. The rapidly evolving field of artificial intelligence has expanded beyond research labs and computer science departments and made its way into the mainstream business environment. Ar...

McKinsey & Company's #1 best-selling guide to corporate valuation--the fully updated seventh edition. Valuation has been the foremost resource for measuring company value for nearly three decades. Now in its seventh edition, this acclaimed volume continues to help financial professionals around the world gain a deep understanding of valuation and help their companies create, manage, and maximize economic value for their shareholders. This latest edition has been carefully revised and updated ...

Real-life stories of courage from the #WomenEd community.