Atoms join together by forming chemical bonds, which can be ionic or covalent. Valence electrons play a crucial role in this bonding process, and the periodic table can be used to determine the number of valence electrons in elements. Ionic compounds generally have high melting and boiling points and are poor conductors of electricity in solid form, while metallic compounds are good conductors due to their free-moving electrons.