The document discusses fundamentals of analyzing algorithm efficiency, including: - Measuring an algorithm's time efficiency based on input size and number of basic operations. - Using asymptotic notations like O, Ω, Θ to classify algorithms by order of growth. - Analyzing worst-case, best-case, and average-case efficiencies. - Setting up recurrence relations to analyze recursive algorithms like merge sort.