Near light speed?

I thought mass (or weight) increases as your speed increases- that’s why you cannot go at light speed as your mass would increase and you would need more fuel to accelerate. Did the book address how they could go at 0.95 light speed and related mass increase? Thanks! (Apologies if my understanding of mass and speed is incorrect)