question - binary/assembly mentors

Im brand new to this industry and looking for someone who can explain what is binary vs. assembly at a deep level. If someone could point me to a place where I might be able to find a mentor to coach me - or even a programmer I could pay for tutorials - that would be very helpful. I have a project that I had someone else working on and need to pick up where they left off.

Thank you for your help!