Effective 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

Combining an in-depth exploration of equine behaviour with clinical practice from a new progressive perspective, Equine Behaviour in Practice: Understanding Horses and Treating Behaviour Problems focuses not just on the horse’s behaviour but also on the behaviour of the human interacting with the horse. Acclaimed Clinical Equine Behaviourist Debbie Busby delivers evidence-based knowledge that will equip readers with the understanding and skills to become effective equine behaviour consultants. Supported by considered discussion of how and why horses sometimes struggle to cope, the book comprehensively explains how to consult on and treat a range of equine behaviour problems.Rather than providing a formulaic "here’s the problem; here’s how to fix it", Busby encourages readers to develop a critical biopsychosocial evaluation based on an understanding of how horses evolved, their ethological and physiological adaptations, how they learn, and how their welfare and wellbeing can be assessed

Board games are increasingly recognized as an artform of their own, but their design and aesthetics are just as important as their gameplay mechanics. In this handbook, art director and graphic designer Daniel Solis offers his 20+ years of expertise in graphic design in tabletop gaming. With a sense of humor, plenty of examples, and simple tips, Graphic Design for Board Games covers everything from typography to retail presence.Learn how to effectively use graphic design elements to enhance player experience. Create stunning game components, clear rulebooks, and effective game boards that will keep players engaged. Key Features:Highlights unique challenges and solutions of graphic design for board gamesIncludes commentary from over a dozen board game graphic designersExplains complex concepts with numerous visual examplesTrains designers to incorporate heuristics, accessibility, and semioticsNewcomers will learn introductory concepts of visual communication.Intermediate designers will