Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This best-selling book uses concrete examples, minimal theory, and production-ready Python frameworks--scikit-learn, Keras, and TensorFlow--to help you gain an intuitive understanding of the concepts and tools for building intelligent s...

This bestselling textbook provides an engaging and user-friendly introduction to the study of language. Assuming no prior knowledge of the subject, Yule presents information in bite-sized sections, clearly explaining the major concepts in linguistics and all the key elements of language. This eighth edition has been revised and updated throughout, with major changes in the chapters on Origins, Phonetics, Syntax, Semantics, Pragmatics, Discourse Analysis, First and Second Language Acquisition ...

This textbook covers all aspects of materials science relevant to the practice of dentistry. It is aimed primarily at undergraduate dental students, although it will also be useful for practising dentists, dental technicians and dental assistants. The 9th edition has been extensively revised to include the many advances in dental materials and their use that have occurred during the past nine years.

The chapters on Resin-based filling materials and Adhesive restorative materials have been exp...

With this updated second edition, you'll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch.

Written by an excellent, highly experienced and motivated team of lecturers, this textbook is based on one of the most successful courses in catalysis and as such is tried-and-tested by generations of graduate and PhD students. It covers all essential aspects of this important topic, including homogeneous, heterogeneous and biocatalysis, but also kinetics, reactor design and engineering. The perfect source of information for graduate and PhD students in chemistry and chemical engineering, as ...

Learn how to use stories and visuals to make top-notch presentations It's called CAST (Content, Audience, Story, & Tell) and it's been a quiet success, until now. Developed over a twelve year period as a presentation method to help Enterprise Architects, it was adopted by Microsoft Enterprise Architecture teams and filtered from IT managers to Sales, and beyond to major organizations around the world. Now, thanks to this unique book from an expert author team that includes two Microsoft prese...

The new fourth edition of Principles of Business Information Systems features new cases, new questions and assignments and the latest technologies, whilst retaining its comprehensive coverage of Information Systems issues. It also boasts a wealth of real world examples from a broad range of countries and updated coverage of IT and technological issues, making it perfect for courses that prepare students for the modern corporate world.

For more than four decades, Molecular Biology of the Cell has distilled the vast amount of scientific knowledge to illuminate basic principles, enduring concepts and cutting-edge research. The Seventh Edition has been extensively revised and updated with the latest research, and has been thoroughly vetted by experts and instructors. The classic companion text, The Problems Book, has been reimagined as the Digital Problems Book in Smartwork, an interactive digital assessment course with a wide...

In Reading Between the Signs, Anna Mindess provides a perspective on a culture that is not widely understood - American Deaf culture. With the collaboration of three distinguished Deaf consultants, Mindess explores the implications of cultural differences at the intersection of the Deaf and hearing worlds.

'a compelling methodology... to increase market share quickly' -- Eric Ries, bestselling author of THE LEAN STARTUP'a must-read for anyone in business' -- James Currier, managing partner, NFX Guild'will teach you how to think like a marketer of tomorrow' -- Josh Elman, partner, Greylock PartnersGrowth is now the first thing that investors, shareholders and market analysts look for in assessing and valuing companies. HACKING GROWTH is a highly accessible, practical, method for growth that invo...