Microorganisms are classified into five kingdoms based on phylogenetic and evolutionary relationships, with bacteria being prokaryotic and fungi, including molds and yeasts, being eukaryotic. The basic taxonomic group is the species, with higher ranks including genus and family. The binomial naming system uses Latinized genus and species names. This classification helps in understanding microbial behavior, interactions, and implications in food microbiology.