Efficiency and optimization are crucial in data analytics, particularly when dealing with large datasets and real-time analysis. Optimised algorithms and data structures minimise computational complexity, reduce processing time, and optimise resource utilisation, resulting in faster insights, timely decision-making, and improved overall performance.