Japanese bullet trains
and express trains
have many cars (up to 15!) with many seats on them, so most of the time, you will never have a problem getting a seat on a shinkansen.
However, if you are traveling in the spring, it is important to be aware of Golden Week, a string of Japanese bank holidays in late April and early May.
Learn more about making a reservation here