The document discusses three main methods of genetic material transfer in bacteria: conjugation, transduction, and transformation. Conjugation involves direct contact between bacteria via a sex pilus, allowing transfer of the F-plasmid. Transduction is mediated by bacteriophages that can transfer DNA between bacteria, while transformation allows competent cells to uptake DNA from their environment.