Text analytics with Python

Designed as a textbook for a one or two-term introduction to mathematical statistics for students training to become data scientists, Foundations of Statistics for Data Scientists: With R and Python is an in-depth presentation of the topics in statistical science with which any data scientist should be familiar, including probability distributions, descriptive and inferential statistical methods, and linear modelling. The book assumes knowledge of basic calculus, so the presentation can focus on 'why it works' as well as 'how to do it.' Compared to traditional "mathematical statistics" textbooks, however, the book has less emphasis on probability theory and more emphasis on using software to implement statistical methods and to conduct simulations to illustrate key concepts. All statistical analyses in the book use R software, with an appendix showing the same analyses with Python.The book also introduces modern topics that do not normally appear in mathematical statistics texts but ar

The Strategy and Tactics of Pricing is the most well-established and influential strategic pricing text available, relied on by practitioners and students globally as a core guide for value-based pricing. The book explains how to balance the ability to create and extract value through from markets by managing pricing decisions in a more strategic and profitable manner. Rather than calculating prices to cover costs or to achieve sales goals, readers will learn to frame more strategic choices that proactively influence customer perceptions of value, manage internal costs, and profitably shift demand curves.This edition features new discussions on harnessing concepts from behavioral economics as well as a refined "value cascade" to help organize the topics covered in this book. Readers will also benefit from:1.Major revisions to more than a third of the chapters, including an expanded discussion of the role of artificial intelligence and machine learning analytics tools to assist in the e

With clear explanations, real-world examples and updated ancillary material, the 11th edition of Environmental Chemistry emphasizes the concepts essential to the practice of environmental science, technology and chemistry. The format and organization popular in preceding editions is used, including an approach based upon the five environmental spheres and the relationship of environmental chemistry to the key concepts of sustainability, industrial ecology and green chemistry. The new edition provides a comprehensive view of key environmental issues, and significantly looks at diseases and pandemics as an environmental problem influenced by other environmental concerns like climate change.Features:*The most trusted and best-selling text for environmental chemistry has been fully updated and expanded once again*The author has preserved the basic format with appropriate updates including a comprehensive overview of key environmental issues and concerns*New to this important text is materi

Following the recent release of the new Royal College of Radiology Curriculum, the highly successful text, Rapid Review of Radiology has been updated and expanded to ensure full coverage of the new curriculum. New technologies from the last 10 years have now been included with new interventional procedures. The book contains 600 images including Cardiac CT, Radiofrequency ablation, Nuclear Medicine, Postmortem CT, and Artificial intelligence. It is of value to radiologists in training and other health professionals wishing to improve their radiological skills and is the second edition of the bestseller for the FRCR Part 2B exam. Key Features:1. Uses a case-based approach to diagnostic radiology, being remarkably comprehensive.2. Features very high-quality images, useful for senior radiology trainees and residents preparing for American Board of Radiology and Royal College of Radiology exams.3. Compiles 200+ cases to help the reader with the practical aspects of image recognition and di

This fully illustrated text provides an authoritative guide from international experts on the anatomical, functional, and medical aspects, details the surgical treatments, and documents the clinical a

Solution-Focused Play Therapy is an essential text that blends the process of play therapy with solution-focused therapy. With a focus on child strengths and resources, this book identifies key concepts and principles in solution-focused play therapy (SFPT). The author provides neurobiological and developmental support for SFPT and guidance on how practitioners can transition from using a non-directive approach to a more directive and activity-based approach based on the developmental needs of the child.Chapters describe the 12 basic skills needed for employing this approach with children of all ages and their families. Harnessing a strengths-oriented approach, the author presents expressive ways to use key SFPT techniques, including the miracle question, scaling, finding exceptions, and end-of-session feedback. Clinicians will come away from the book with a suite of interventions, strategies, handouts, and forms that can be employed with children of all ages and their families, from s

This introductory text brings together diverse perspectives and research streams on language attrition – forgetting or loss of language proficiency that can take place in one’s first or additional lan

The Acquisition of French as a Second Language: A Research Overview is the first text to present, in one place, a comprehensive, systematic overview of research on the acquisition of French as a secon