A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks.

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...

Internationally recognised as one of the leading texts in its field, this volume offers a comprehensive introduction to vocabulary for language teachers who would like to know more about the way vocabulary works. Two leading specialists make research and theory accessible, providing the background knowledge necessary for practitioners to make informed choices about vocabulary teaching and testing. This second edition retains the popular format of the first edition, and has been rewritten to t...

Marketing has changed forever this is what comes next Marketing 4.0: Moving from Traditional to Digital is the much-needed handbook for next-generation marketing. Written by the world's leading marketing authorities, this book helps you navigate the increasingly connected world and changing consumer landscape to reach more customers, more effectively. Today's customers have less time and attention to devote to your brand and they are surrounded by alternatives every step of the way.

You need ...

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 ...

The first encompassing publication on the work of the American neo-conceptual artist Adam Pendleton

Expert planting advice for growing fruit and vegetables in pots from the acclaimed English garden - with 50 delicious recipes

Most students struggle with learning how to find references, use them effectively, and cite them appropriately in a required format. One of the most common formats is that of APA. The authors all have vast experience teaching writing courses to various levels of students from undergraduates to graduates in other countries.

However, there was lacking a book that could explain the basics of APA in simple, easy-to-understand language for non-native speakers of English, who are often unfamiliar w...

This new textbook, Hospitality Revenue Management: Concepts and Practices, provides a comprehensive, in-depth introduction to the basic concepts and best practices of hospitality revenue management. With a real-world, hands-on approach, the book places students in the role of a revenue manager striving to succeed in an ever-changing hospitality business environment. The book takes a unique multi-author, collaborative approach, with chapters from outstanding industry leaders who share their ex...

Graphs, maps, stats, and diagrams: this collection of infographics explores the development of visual communication in the big data age. More than 400 exemplary graphics-ranging from journalism to art, government to education-are accompanied by essays tracing the evolving art form that is pictorial explanation. Complete with in-depth fact...