SLF4J is a logging facade that provides a simple API for various logging frameworks. It allows developers to use a simple logging API while enabling switching between logging implementations. SLF4J acts as a facade for other logging frameworks like Log4j and java.util.logging. It provides parameterized logging methods and markers to tag log messages. Logback is a popular logging implementation that can be used with SLF4J.