Hi Rachel, welcome to the forum.
One quick question - do you have a
digital Olympus SLR or is it film? If it's digital, the adaptor that Cathus has linked to will NOT work.
All lens mounts are proprietary technology. As such the lens mount on a Canon (called the EOS mount) is different from that on a Nikon (the F mount), or a Pentax (K mount), or a Sony (alpha mount). Digital Olympus SLR cameras use a mount called the "Four Thirds" mount.
These are all different and so, as Cathus already said, you cannot cross the mounts without an adaptor.
However, adaptors aren't perfect. You be pretty much guaranteed to loose auto focus and you may loose some of the metering options as well.
You will get a Canon EOS/Four Thirds adaptor. Companies like
SRB Griturn sell them.
It is generally expected that these sorts of adaptors are only used occasionally, more for a "I've got this one odd lens that doesn't go with the rest of my system" scenario rather than as a regular lens mounting option.
It's difficult to advise, though, without knowing how many (and exactly what type) lenses you have for your Olympus, what model Olympus camera it is and what model Canon you're looking at buying.