Algorithm Design and Analysis | Stanford University

Gain a deep understanding of algorithm design and analysis techniques with this course taught by renowned expert Prof. Tim Roughgarden at Stanford University.

Introduction

Introduction to fundamental techniques for designing and analyzing algorithms, including asymptotic analysis; divide-and-conquer algorithms and recurrences; greedy algorithms; data structures; dynamic programming; graph algorithms; and randomized algorithms.

Highlights

• Covers a wide range of algorithm design and analysis techniques
• Taught by Professor Tim Roughgarden, a renowned expert in algorithms
• Uses the textbook "Algorithm Design" by Kleinberg and Tardos
• Assumes prerequisite knowledge in discrete mathematics and probability

Recommendation

This course is recommended for students who want to gain a deep understanding of algorithm design and analysis. It is suitable for those with a strong background in computer science and mathematics, and who are interested in developing advanced problem-solving skills.