Android Development Training for Beginners covers an overview of Android, installing the Android Development Tools (ADT) plugin for Eclipse, exploring project components, creating a sample Android project, and running the project. The document outlines the first day module which introduces Android, explains that it is an open source mobile platform developed by Google and the Open Handset Alliance, and defines the software stack. It also provides a brief history of Android and versions released. The document discusses project structure, layouts, strings, the manifest file, and includes code examples for creating an activity and handling button clicks.