Starting with the basics, this book teaches you how to choose from the various text pre-processing techniques and select the best model from the several neural network architectures for NLP issues.

"Garbage doesn't exist in nature--the output of one organism is the useful input of another. So why does garbage exist in the human system? Why did it only become a problem the past century? And most importantly, how can we eliminate it--outsmart the very idea of garbage? Eco-entrepreneur Tom Szaky says that to outsmart waste first we have to understand it, then change how we create it, and finally rethink what we do with it. He traces the roots of...

Learn the psychological constrictions of attention, perception, memory, disposition, motivation, and social influence that will determine whether customers will be receptive to your digital innovations. Bottlenecks: Aligning UX Design with User Psychology fills a need for entrepreneurs, designers, and marketing professionals in the application of foundational psychology to user-experience design. The first generation of books on the topic focused...

"Most movies include a love story, whether it is the central story or a subplot, and knowing how to write a believable relationship is essential to any writer's skill set. Discover the rules and laws of nature at play in a compelling love story and learn and master them. Broken into four sections, The Heart of the Film identifies the critical features of love story development, and explores every variation of this structure as well as a diverse array...

Sound and Image: Aesthetics and Practices brings together international artist scholars to explore diverse sound and image practices, applying critical perspectives to interrogate and evaluate both the aesthetics and practices that underpin the audiovisual. Contributions draw upon established discourses in electroacoustic music, media art history, film studies, critical theory and dance; framing and critiquing these arguments within the context of...

Gain a deep understanding of data science and the thought process needed to solve problems in that field using the required techniques, technologies and skills that go into forming an interdisciplinary team. This book will enable you to set up an effective team of engineers, data scientists, analysts, and other stakeholders that can collaborate effectively on crucial aspects such as problem formulation, execution of experiments, and model performance...

Aware that a single crisis event can devastate their business, managers must be prepared for the worst from an expansive array of threats. The Routledge Companion to Risk, Crisis and Security in Business comprises a professional and scholarly collection of work in this critical field. Risks come in many varieties, and there is a growing concern for organizations to respond to the challenge. Businesses can be severely impacted by natural and man-made...

"Holistic approach to new product development - Links technology and product development to business needs - Structures technology and product development from idea to off-the-shelf product - Describes the broad range of skills which engineers will need to deploy their technical expertise effectively - Explains the maturity levels of new technologies and products and hence where they are in the development cycle Market description: Primary: Engineers...

"Water harvesting is gaining more and more recognition as a sustainable and resilient water supply options. It is economically viable,socially compatible and environmentally friendly. Water harvesting has proven to be a robust solution to overcome or reduce watershortages all over the world. It is important to understand how to apply this practice in a sustainable and effective way to make full useof its potential in a world increasingly threatened...