AP® Computer Science Principles

Computer safety is more important than ever. Devices, websites, and networks continue to collect large amounts of data about our daily lives. Therefore, it is

Computing has transformed everyday life, from simple communication to complex data analysis. Therefore, it is vital to understand how these technological advances involve both legal

Crowdsourcing is the practice of gathering ideas, solutions, or resources from a large group of people, usually via the internet. It is especially valuable in

Algorithm bias is a situation where a computer program produces results that unfairly favor or harm certain groups. This happens when an algorithm, which is

Technology is everywhere, yet not everyone has the same level of access. This gap in access is often called the digital divide. Recognizing how it

Technology shapes modern life in countless ways. It helps people communicate faster, discover new ideas, and solve everyday problems. However, it can also create challenges,

Parallel and distributed computing are two powerful approaches that enable computers to tackle bigger tasks more quickly. These approaches are becoming more important as data

Fault tolerance is the ability of a system to keep working, even if parts of it fail. This concept matters in both small tech devices

The internet is central to daily life, from searching for school research to streaming music. It connects billions of devices worldwide and enables everything from