Hi Abdul,
Its a question of tradeoffs. NiCd batteries have a lower volts per cell than NimH, and reputedly suffer from a memory effect. They are easy to charge from a constant voltage.

NimH have a higher energy density, but a greater self-discharge. They are harder to charge. They have no memory effect.

Steve