Understanding Log Files and Their Importance

Before we apply AI to any data, we need to understand what log files actually are.

Log files are records of events. They capture what happened, when it happened,

and often where or why it happened. Unlike spreadsheets or databases, logs are typically

generated automatically by systems, applications, or services. They are optimized

for recording events, not for analysis. There are several common types of logs you’ll encounter.

Application logs record events within a specific application. These might include errors,

warnings, user actions, or internal system messages. Server logs capture

activity at the infrastructure level. Examples include resource usage, startup events,