If I recall correctly:
dd if=/dev/urandom of=/home/myrandomfile bs=1 count=N
If you want to do it really quickly
openssl enc -aes-256-ctr -pbkdf2 -pass pass:"$(date '+%s')" < /dev/zero | dd of=/home/myrandomfile bs=1M count=1024
bs=1 is a recipe for waiting far longer than you have to because of the overhead of the system calls. Better bs=N count=1
If you want to do it really quickly
Almost all CPUs have AES native instructions so you'll be able to produce pseudorandom junk really fast. Even my old system will produce it at about 3Gb/s. Much faster than urandom can go.