Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning-especially deep neural networks-make a real difference in your organization? This hands-on guide not only provides the most practical information available on the subject, but also helps you get started building efficient deep learning networks. Authors Adam Gibson and Josh Patterson provide theory on deep learning before introducing thei...

Professional organizations - such as accounting and consulting firms, law firms, and investment banks - are fundamental to the functioning of the global economy. Yet many of the most powerful are notoriously private. This book uncovers the complex, messy, and surprisingly emotional challenges of leading professional organizations - revealing the realities that lies beneath the 'professional' surface which these organizations present to the outside world.

Individual professionals - highly educ...

Mann's Introductory Statistics is written for a one or two semester first course in applied statistics and is intended for students who do not have a strong background in mathematics. The only prerequisite is knowledge of elementary algebra. Introductory Statistics is known for its realistic examples and exercises, clarity and brevity of presentation, and soundness of pedagogical approach.

A timely and important new book that challenges everything we think we know about cultivating true belonging in our communities, organizations, and culture, from the #1 bestselling author of Rising Strong, Daring Greatly, and The Gifts of Imperfection. 'True belonging doesn't require us to change who we are. It requires us to be who we are.' Social scientist Brene Brown, PhD, LMSW has sparked a global conversation about the experiences that bring meaning to our lives - experiences of courage,...

'A very good guide to the state we're in' Paul Krugman, New York Review of Books'A well-written, thought-provoking book by one of America's leading economic thinkers and progressive champions.' Huffington PostDo you recall a time when the income of a single schoolteacher or baker or salesman or mechanic was enough to buy a home, have two cars, and raise a family?Robert Reich does - in the 1950s his father sold clothes to factory workers and the family earnt enough to live comfortably. Today, ...

Practical English Usage has sold over 2 million copies worldwide. Now revised and updated for the fourth edition, it answers the questions that teachers and learners ask about English grammar and vocabulary with clear, corpus-informed explanations and examples.

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. Also inside the book is a code for an ebook. This is the same as the printed book, but with audio so that you can listen to new words as well as reading them.

The ebook is online for Windows and...

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...

Цель данного пособия — научить иностранных учащихся в рамках базовой программы правильно употреблять виды глаголов. Оно содержит как теоретический, так и практический материал. Для закрепления каждой темы предлагаются различные типы упражнений.

The manual will help the foreign student...