Analyze Algorithms

Analyze algorithms involves evaluating how efficiently an algorithm solves a problem, focusing on aspects like speed (time complexity) and resource usage (space complexity). It helps determine how well an algorithm performs as the input size grows, guiding choices for the most suitable solution in different situations. This process involves examining steps taken and resources used, often expressed using mathematical notation (like Big O notation), to predict performance and optimize implementations. Essentially, it’s a way to measure and compare the efficiency of algorithms to ensure effective and scalable solutions.