你将学到什么
Structure of important algorithms.
How to use algorithms with appropriate data structures, to solve real life problems.
How algorithms and data structures can be used to design system at scale.
课程概况
Algorithms power the biggest web companies and the most promising startups. Interviews at tech companies start with questions that probe for good algorithm thinking.
In this computer science course, you will learn how to think about algorithms and create them using sorting techniques such as quick sort and merge sort, and searching algorithms, median finding, and order statistics.
The course progresses with Numerical, String, and Geometric algorithms like Polynomial Multiplication, Matrix Operations, GCD, Pattern Matching, Subsequences, Sweep, and Convex Hull. It concludes with graph algorithms like shortest path and spanning tree.
Topics covered:
Sorting and Searching
Numerical Algorithms
String Algorithms
Geometric Algorithms
Graph Algorithms
This course is part of the Fundamentals of Computer Science XSeries Program:
Programming Basics
Object-Oriented Programming
Foundations of Data Structures
Implementation of Data Structures
预备知识
Concepts of data structures as covered in ‘Foundations of Data Structures’ and ‘Implementation of Data Structures’ courses.
