If you want to make your own game but don't know how to start or don't have the technical skills to do it, then this is the book for you. You don't need to have a programming background to understand the concepts explained.

Design and create video games using Construct 2. No prior experience is required.Game Development with Construct 2 teaches you to create 12 different game projects from a variety of genres, including car racing and tower defense to platformer and action-adventure. The software is user friendly and powerful, and the games you create can be exported to run on the web, desktop computers, and smartphones. What You'll Learn Create complete functional games using the Construct 2 game engine Understand general logical structures underlying video game programs Use practical game design advice (such as visual feedback and gameplay balancing) Understand programming concepts useful throughout computer science Who This Book Is For Middle school and high school students with no prior programming knowledge, and only minimal mathematical knowledge (graphing (x,y) coordinates, measuring angles, and applying formulas)

In this revolutionary book, a renowned computer scientist explains the importance of teaching children the basics of computing and how it can prepare them to succeed in the ever-evolving tech world. Computers have completely changed the way we teach children. We have Mindstorms to thank for that. In this book, pioneering computer scientist Seymour Papert uses the invention of LOGO, the first child-friendly programming language, to make the case for the value of teaching children with computers. Papert argues that children are more than capable of mastering computers, and that teaching computational processes like de-bugging in the classroom can change the way we learn everything else. He also shows that schools saturated with technology can actually improve socialization and interaction among students and between students and teachers. Technology changes every day, but the basic ways that computers can help us learn remain. For thousands of teachers and parents who have sought creative ways to help children learn with computers, Mindstorms is their bible.

There are many reasons to be curious about the way people learn, and the past several decades have seen an explosion of research that has important implications for individual learning, schooling, workforce training, and policy. In 2000, How People Learn: Brain, Mind, Experience, and School: Expanded Edition was published and its influence has been wide and deep. The report summarized insights on the nature of learning in school-aged children; described principles for the design of effective learning environments; and provided examples of how that could be implemented in the classroom. Since then, researchers have continued to investigate the nature of learning and have generated new findings related to the neurological processes involved in learning, individual and cultural variability related to learning, and educational technologies. In addition to expanding scientific understanding of the mechanisms of learning and how the brain adapts throughout the lifespan, there have been important discoveries about influences on learning, particularly sociocultural factors and the structure of learning environments. How People Learn II: Learners, Contexts, and Cultures provides a much-needed update incorporating insights gained from this research over the past decade. The book expands on the foundation laid out in the 2000 report and takes an in-depth look at the constellation of influences that affect individual learning. How People Learn II will become an indispensable resource to understand learning throughout the lifespan for educators of students and adults.

Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala

This books aims to open up new perspectives in the study of language proficiency by bringing together current research from different fields in psychology and linguistics. All contributions start out from empirical studies, which are then related to applications in language assessment. The book also serves as a survey of recent developments in psycholinguistic research in the Netherlands. The book starts out with a thorough introduction of international literature on models of language proficiency, language development and its assessment. Section 1 deals with first language proficiency and addresses such problems as grammar in early child language, grammatical proficiency and its (in)variance across a range of ages, reading abilities, and writing skills. Section 2 focuses on multilingual proficiency and deals with test bias in relation to the background of the second language learner, bilingual proficiency in ethnic minority children, the development of the second language learner lexicon, communicative competence of school-age children in the context of second language learning, the assessment of foreign language attrition and the dimensionality in oral foreign language proficiency.