One of the world's leading interpretive trainers provides new ideas, strategies, teaching aids, and handouts that may contribute to professional and successful training events. All the materials in the handbook are based on resources and strategies that have been used in hundreds of interpretive training exercises and programs.

Guide for developing interpretive programs, including the history of interpretation, assessing the audience, structuring walks, giving talks, slide shoes, creative techniques, interpretation for children and gathering feedback.

"Most trails are designed just to get the visitor from Point A to Point B. Interpretive trails are designed to help the visitor laugh, cry, smile, discover, understand and explore along the way." - John A Veverka. Interpretive trails - both outdoor and indoor - are used by museums, galleries, historic sites, parks, gardens and zoos worldwide. They can provide visitors with a unique immersion experience in viewing, discovering and enjoying the locations they're visiting, and in helping them re-connect with a natural or cultural environment in a personal way. Yet to be truly effective, there are proven and tested guidelines to follow about how to plan any trail's story, its experience opportunities, and its delivery and physical design. Based on 40 years' interpretive planning experience, The Interpretive Trails Book shares successful planning strategies and guidelines as tools to help create amazing interpretive experiences. For those involved in learning, engagement, interpretation, planning, consultancy, landscape architecture, and training - and those charged with developing interpretive trails who have no specific training in interpretive services themselves, this book will become an indispensable and easy-to-follow resource to help create trails that engage, motivate and inspire visitors.

First-person interpretation--the portrayal of historical characters through interactive dramatization or roleplaying--is an effective, albeit controversial, method used to bring history to life at museums, historic sites, and other public venues. Stacy Roth examines the techniques of first-person interpretation to identify those that have been most effective with audiences while allowing interpreters to maintain historical fidelity. Past into Present focuses on first-person interpretation's most challenging form: the unscripted, spontaneous, conversational approach employed in "living history" environments such as Plimoth Plantation in Massachusetts, Conner Prairie in Indiana, and Colonial Williamsburg in Virginia. While acknowledging that a wide range of methods can touch audiences effectively, Roth identifies a core set of practices that combine positive communication techniques, classic interpretive philosophy, and time-tested learning theories to promote audience enjoyment, provoke thought and inquiry, convey important messages and themes, and relate to individual visitor interests. She offers numerous examples of conversation and demonstration strategies, visitor behavior profiles, and suggestions for depicting conflict and controversy, and she provides useful character development guidelines, interpretive training advice, and recommendations for adapting first-person interpretation for diverse audiences.

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.