Yoga is Abhyasa shastra, the science of sadhana. Sadhana is not a mere practise or repetition of what has been already learnt, but sadhana is more than that.
Karya is a duty. Siddhi means accomplishment. Karya siddhi means attainment of kaivalya, the accomplishment of perfection.