The Cookbook contains 21 attractive and participatory evaluation exercises for use with children, young people and families/community groups. Attractively and clearly presented, the exercises are very easy to use and come with suggestions for use and instructions on how to create the equipment needed.

First Published in 2007. Routledge is an imprint of Taylor & Francis, an Informa company.

Comprising a compendium of ergonomics methods and techniques, this text covers every aspect of human work. This edition provides a reworking of existing chapters on the framework and context of methodology, the observation of performance, task analysis, experimental and study design, data collection, product assessment, environmental assessments, measurement of work and the evaluation of work systems. New chapters cover topics including: the human-computer interface; computer-aided design; work stress; psychophysiological function; risk evaluation; fieldwork; and participatory work design.

Demystifying the evaluation journey, this is the first evaluation mentoring book that addresses the choices, roles, and challenges that evaluators must navigate in the real world. Experienced evaluator and trainer Donna R. Podems covers both conceptual and technical aspects of practice in a friendly, conversational style. She focuses not just on how to do evaluations but how to think like an evaluator, fostering reflective, ethical, and culturally sensitive practice. Extensive case examples illustrate the process of conceptualizing and implementing an evaluation--clarifying interventions, identifying beneficiaries, gathering data, discussing results, valuing, and developing recommendations. The differences (and connections) between research, evaluation, and monitoring are explored. Handy icons identify instructive features including self-study exercises, group activities, clarifying questions, facilitation and negotiation techniques, insider tips, advice, and resources. Purchasers can access a companion website to download and print reproducible materials for some of the activities and games described in the book.

This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its libraries, including pandas and scikit-learn, you’ll be able to address specific problems such as loading data, handling text or numerical data, model selection, and dimensionality reduction and many other topics. Each recipe includes code that you can copy and paste into a toy dataset to ensure that it actually works. From there, you can insert, combine, or adapt the code to help construct your application. Recipes also include a discussion that explains the solution and provides meaningful context. This cookbook takes you beyond theory and concepts by providing the nuts and bolts you need to construct working machine learning applications. You’ll find recipes for: Vectors, matrices, and arrays Handling numerical and categorical data, text, images, and dates and times Dimensionality reduction using feature extraction or feature selection Model evaluation and selection Linear and logical regression, trees and forests, and k-nearest neighbors Support vector machines (SVM), naïve Bayes, clustering, and neural networks Saving and loading trained models

The authors describe evaluation as a way of understanding and developing language programs: the thematic and background section sets out the decision-making, quality management, and learning functions of evaluation. Case studies illustrate the diversity of evaluation contexts, functions and approaches, documenting the ways in which evaluation processes and outcomes inform and facilitate program development, and contribute to explaining how language and teacher education programs constitute opportunities for learning. The ways in which evaluation practice can be researched and developed to maximize policy, institutional and program effectiveness is included, and a comprehensive set of resources for those commissioning, undertaking or researching language program evaluations concludes the text.

In this new book from the author of e-Learning on a Shoestring and Better than Bullet Points, Jane Bozarth has gathered a wealth of tools from leading training practitioners. Anyone—from the interested manager to the experienced training professional—can depend on this book when designing or delivering training. This single book contains all the valuable tools of the trade: worksheets for assessing training needs and writing goals and objectives; checklists for organizing the venue; and tools for analysis and structuring content. This remarkable resource also includes instant evaluation and measurement surveys, which can be customized freely from the companion website. In addition, Bozarth includes a wealth of invaluable advice for trainers at all levels on how to make effective use of props, staying energized, marketing training programs, and other things they don't tell you in train-the-trainer courses.