This accessible and classroom-tested textbook/reference presents an introduction to the fundamentals of the emerging and interdisciplinary field of data science. The coverage spans key concepts adopted from statistics and machine learning, useful techniques for graph analysis and parallel programming, and the practical application of data science for such tasks as building recommender systems or performing sentiment analysis. Topics and features: provides numerous practical case studies using...

First published over 40 years ago, this was the first text on the identification of organic compounds using spectroscopy. This text is now considered to be a classic. This text presents a unified approach to the structure determination of organic compounds based largely on mass spectrometry, infrared (IR) spectroscopy, and multinuclear and multidimensional nuclear magnetic resonance (NMR) spectroscopy.

The key strength of this text is the extensive set of practice and real-data problems (in C...

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...

Considered by many to be Dickens' finest novel, Great Expectations traces the growth of the book's narrator, Philip Pirrip (Pip), from a boy of shallow dreams to a man with depth of character. From its famous dramatic opening on the bleak Kentish marshes, the story abounds with some of Dickens' most memorable characters. Among them are the kindly blacksmith Joe Gargery, the mysterious convict Abel Magwitch, the eccentric Miss Haversham and her beautiful ward Estella, Pip's good-hearted room-m...

This text introduces students to the main issues, theories, and methods related to the study of food from a geographic perspective. Concise and accessible, it provides an overview of key issues in the study of food and illustrates them with current examples from around the world. As the first textbook on this topic, it provides students with theoretical concepts and analytical approaches grounded in the subfields of geography, showcasing the integrative nature of the discipline and its unique...

Over the first decade of the 21st century the scale and importance of the commercial sport industry has increased dramatically and rapidly. This timely second edition of the ground-breaking text The Business of Sport Management has been comprehensively revised, updated and significantly expanded in scope to meet the needs of today's sports management students, and equip future managers with the tools they need to succeed. Elegantly blending theory with practice, the text looks first at the di...

It was Thomas Jefferson who envisioned the United States as a great 'empire of liberty.' In the first new one-volume history in two decades, David Reynolds takes Jefferson's phrase as a key to the saga of America - helping unlock both its grandeur and its paradoxes. He examines how the anti-empire of 1776 became the greatest superpower the world has seen, how the country that offered liberty and opportunity on a scale unmatched in Europe nevertheless founded its prosperity on the labour of bl...

Designing Brand Identity Design/Business Whether you're the project manager for your company's rebrand, or you need to educate your staff or your students about brand fundamentals, Designing Brand Identity is the quintessential resource. From research to brand strategy to design execution, launch and governance, Designing Brand identity is a compendium of tools for branding success and best practices for inspiration. 3 sections: brand fundamentals, process basics, and case studies.

Over 100 b...

With an introduction by Xiaolu GuoA classic memoir set during the Chinese revolution of the 1940s and inspired by folklore, providing a unique insight into the life of an immigrant in America. When we Chinese girls listened to the adults talking-story, we learned that we failed if we grew up to be but wives or slaves. We could be heroines, swordswomen.

Throughout her childhood, Maxine Hong Kingston listened to her mother's mesmerizing tales of a China where girls are worthless, tradition is e...

Teaching would be easy if there were clear recipes you could follow every time. The Ingredients for Great Teaching explains why this is impossible and why a one-size-fits-all approach doesn't work. Instead of recipes, this book examines the basic ingredients of teaching and learning so you can use them wisely in your own classroom in order to become a better and more effective teacher.

Taking an approach that is both evidence-based and practical, author Pedro de Bruyckere explores ten crucial...