what are the best books for speed maths which will help me in increasing the speed of calculation essential for the preparation of CAT?

Nothing beats practice Angel. But with the use of the scientific calculator, the onus is more on accuracy and concepts than on speed. So, I would recommend improving your concepts rather than work on speed calculations.