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including time and space complexity, sorting algorithms, recurrence relations, divide and conquer algorithms, greedy algorithms, dynamic programming, linear programming, graph algorithms, problems in ...
Quantum-inspired algorithms are already leaking into AI, where optimization is king. Training models, fine-tuning ...
Quantum computers promise to speed calculations dramatically in some key areas such as computational chemistry and high-speed networking. But they're so different from today's computers that ...
Like all complicated problems, there are many solutions that can achieve the same results, and one sort algorithm can re-sequence data faster than another. In the early 1960s, when magnetic tape ...
Development of more sophisticated ideas in data type and structure, with an introduction to the connection between data structures and the algorithms they support. Data abstraction. Controlled access ...
Computational problems are usually proposed as models of real-world problems. In some cases we are interested in just a simple answer to a problem, e.g., any route from A to B minimizing the amount of ...
data structures and their algorithms. Topics include: data and procedural abstraction, amortized data structures, trees and search trees, hash tables, priority queues, graphs, shortest paths, ...
Building fast and highly performant data science applications requires an intimate knowledge of how data can be organized in a computer and how to efficiently perform operations such as sorting ...
Algorithms can be designed using pseudocode and flow diagrams. Searching and sorting algorithms - OCR Sorting and searching are two of the most frequently needed algorithms in program design.