Teaching Theory

Beginning Theory has been helping students navigate through the thickets of literary and cultural theory for over two decades. This new and expanded fourth edition continues to offer listeners the best single-volume introduction to the field. The bewildering variety of approaches, theorists and technical language is lucidly and expertly unravelled.

Games are everywhere: Drivers maneuvering in heavy traffic are playing a driving game. Bargain hunters bidding on eBay are playing an auctioning game. The supermarket's price for corn flakes is decided by playing an economic game. This Very Short Introduction offers a succinct tour of the fascinating world of game theory, a groundbreaking field that analyzes how to play games in a rational way.

In this groundbreaking and practical guide, teachers will discover how to harness and manage AI as a powerful teaching tool. Jose Antonio Bowen and C. Edward Watson present emerging and powerful research on the seismic changes AI is already creating in schools and the workplace, providing invaluable insights into what AI can accomplish in the classroom and beyond.

Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models.

Gay has made many important revisions to keep her foundational, award-winning text relevant for today's diverse student population, including: new research on culturally responsive teaching, a focus on a broader range of racial and ethnic groups, and consideration of additional issues related to early childhood education. This book demonstrates that all students will perform better on multiple measures of achievement when teaching is filtered through students' own cultural experiences.

This book will teach you to: understand what AI and machine learning are, and learn about new developments like ChatGPT; discover strategies for engaging students more fully using AI; automate administrative tasks, grading and feedback, and assessments; use AI in innovative ways to promote higher-order thinking skills; and examine ethical considerations of AI, including the achievement gap, privacy concerns, and bias.

A lively and engaging guide to vital habits of mind that can help you think more deeply, write more effectively, and learn more joyfully.