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...

The internationally best-selling Medical Pharmacology at a Glance is the ideal companion for all medical and healthcare students, providing a visual overview of pharmacology, and describing the basic principles of drug action, interaction, absorption, and excretion. Clear and accessible chapters organised around common diseases and conditions facilitate efficient clinical learning, and include references to drug classes and side effects, disease pathophysiology, prescribing guidelines, and mo...

Comprehensive and engaging, this textbook introduces students not only to foundational sociological work, but also to insights from contemporary sociological theory and research. This combined approach ensures that students become familiar with the core of sociology: key concepts, theories, perspectives, methods, and findings. Students will acquire the ability to think like a sociologist, investigate and understand complex social phenomena.

This text presents a complete sociological toolkit, ...

Creative research methods can help to answer complex contemporary questions which are hard to answer using conventional methods alone. Creative methods can also be more ethical, helping researchers to address social injustice. This bestselling book, now in its second edition, is the first to identify and examine the five areas of creative research methods:* arts-based research* embodied research* research using technology* multi-modal research* transformative research frameworks.

Written in a...

Third edition of the most highly regarded teaching text book on the Japanese language. This is the companion workbook to the text.

Nourish your mind with UNDERSTANDING NORMAL AND CLINICAL NUTRITION, 12th Edition! Start by learning about normal nutrition, including the effects of food and nutrients on your mental and physical health, and then turn your focus to the clinical side of nutrition and the therapeutic care of people with health problems. Packed with practical information and resources, this text is designed to help you understand and apply nutrition concepts to your daily life as well as to clinical settings. Fe...

By tracing the traditional progression of rhetoric from the Greek Sophists to contemporary theorists, this textbook gives students a conceptual framework for evaluating and practicing persuasive writing and speaking in a wide range of settings and in both written and visual media. The book's expansive historical purview illustrates how persuasive public discourse performs essential social functions and shapes our daily worlds, drawing on the ideas of some of history's greatest thinkers and th...

For courses in chemistry. Nivaldo Tro's Chemistry: A Molecular Approach presents chemistry visually through multi-level images-macroscopic, molecular, and symbolic representations ? to help students see the connections between the world they see around them, the atoms and molecules that compose the world, and the formulas they write down on paper. Interactive, digital versions of selected worked examples instruct students how to break down problems using Tro's unique "Sort, Strategise, Solve,...

The words you need to communicate with confidence. Vocabulary explanations and practice for advanced level (C1 to C2) learners of English. Perfect for both self-study and classroom activities.

Quickly expand your vocabulary with over 100 units of easy to understand explanations and practice exercises. Be confident about what you are learning, thanks to Cambridge research into how English is really spoken and written, and remember words more effectively with lots of opportunities for personali...

Essential knowledge of International Financial Reporting Standards for students of global accounting This important work provides the tools global accounting students need to understand international financial reporting standards (IFRS) and how they are applied in practice. This text emphasizes fair value, proper accounting for financial instruments, and new developments in international accounting. By presenting IFRS in light of current accounting practice, this book helps students gain prac...