Common techniques used to study transition metals and ligands include spectroscopy, such as ultraviolet-visible spectroscopy and infrared spectroscopy, and crystallography, which involves the study of the structure and properties of crystals. These techniques allow for the determination of the oxidation state and coordination number of transition metals and the identification of the ligands present in coordination compounds.