What is the difference between Drive and Directory?

drive is the partition on your hard disk - c:, d: etc are examples. softwares & files are stored in directories which are stored inside the drives of a hard disk.

the hard disk is physical, partitions / drives as they are commonly called are virtual bifurcations on your physical drive, where softwares of files are stored in directories for ease of access to particular information.