Yes, there is a huge difference between a Radiologist and a Radiology Tech. You will absolutely not be a radiologist upon completing a radiology tech program.
Radiologists are medical doctors who have completed four years of college, medical schoool, and 5 years of residency training.
A radiologist examines and diagnoses the images, a radiology tech just takes them.