In this course, you will learn new data structures for efficiently storing and retrieving data that is structured in an ordered sequence. Such data includes an alphabetical list of names, a family tree, a calendar of events or an inventory organized by part numbers. The specific data structures covered by this course include arrays, linked lists, queues, stacks, trees, binary trees, AVL trees, B-trees and heaps. This course also shows, through algorithm complexity analysis, how these structures enable the fastest algorithms to search and sort data.
本课程是 Accelerated Computer Science Fundamentals 专项课程 专项课程的一部分
Ordered Data Structures
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第 2 门课程（共 3 门）
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完成时间大约为19 小时
英语（English）
字幕：英语（English）
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伊利诺伊大学香槟分校
The University of Illinois at Urbana-Champaign is a world leader in research, teaching and public engagement, distinguished by the breadth of its programs, broad academic excellence, and internationally renowned faculty and alumni. Illinois serves the world by creating knowledge, preparing students for lives of impact, and finding solutions to critical societal needs.
教学大纲 - 您将从这门课程中学到什么
完成时间为 8 小时
Orientation; Linear Structures
完成时间为 8 小时
6 个视频 （总计 64 分钟）, 6 个阅读材料, 4 个测验
6 个视频
1.1 Arrays11分钟
1.2 Linked Memory11分钟
1.3 Run Time Analysis13分钟
1.4 Array and List Operations10分钟
1.5 Queue (Data Structure)8分钟
1.6 Stack (Data Structure)8分钟
6 个阅读材料
Syllabus10分钟
Additional References for C++10分钟
Week 1 Overview10分钟
Downloading the Example C++ Source Code for Lecture with Git15分钟
Important Tips and Notes for All Challenge Problems10分钟
Guidelines for Asking for Help With Code10分钟
3 个练习
Orientation Quiz5分钟
Week 1 Quiz30分钟
Week 1 Challenge30分钟
完成时间为 2 小时
Introduction to Tree Structures
完成时间为 2 小时
5 个视频 （总计 54 分钟）, 1 个阅读材料, 2 个测验
5 个视频
2.2 Binary Trees8分钟
2.3 Tree Traversals8分钟
2.4 Binary Search Trees19分钟
2.5 BST Analysis9分钟
1 个阅读材料
Week 2 Overview10分钟
2 个练习
Week 2 Quiz30分钟
Week 2 Challenge30分钟
完成时间为 7 小时
Advanced Tree Structures
完成时间为 7 小时
5 个视频 （总计 34 分钟）, 1 个阅读材料, 3 个测验
5 个视频
3.1.2 AVL Analysis8分钟
3.2.1 B-Tree Introduction3分钟
3.2.2 B-Tree Insert7分钟
3.2.3 B-Tree Search4分钟
1 个阅读材料
Week 3 Overview10分钟
2 个练习
Week 3 Quiz30分钟
Week 3 Challenge30分钟
完成时间为 2 小时
Heap Structures
完成时间为 2 小时
5 个视频 （总计 30 分钟）, 1 个阅读材料, 2 个测验
5 个视频
4.2 Heap Insert6分钟
4.3 Heap - RemoveMIN5分钟
4.4 Heap - buildHeap5分钟
4.5 Heap - Runtime Analysis3分钟
1 个阅读材料
Week 4 Overview10分钟
2 个练习
Week 4 Quiz30分钟
Week 4 Challenge30分钟
审阅
4.8
来自ORDERED DATA STRUCTURES的热门评论
由 JT 提供Jan 20, 2020
Really good course so far. Using VSC + git bash on a Windows 10 machine for the programming assignments, and the web-based compiler for the challenges. Really good experiences so far.
由 HN 提供Aug 24, 2019
My favorite Coursera specialization! Responsive staff, lectures are very clear, assignments are both challenging and educational (closely related to lecture materials). Thank you!
由 YW 提供Oct 22, 2019
The lectures are good and elaborate. Some of the exercises are very confusing though.\n\nOverall a good introduction to data structures.
由 YL 提供Nov 6, 2019
Good coverage. The lecturer and teaching stuff are knowledgeable and helpful. Would be better if the slides can have more details.
由 RA 提供Mar 28, 2020
Balanced course\n\nQuizzes and challanges were optimal.\n\nThe instructor was clear and consice\n\nAmazing Course :)
由 RK 提供Aug 26, 2019
Very good and challenging course. The assignment is too good to understand the logic and classes taught about.
由 DV 提供Apr 6, 2019
Great course - well balanced and structured, no issues with grader, great support from instructors. THANK YOU!
由 VM 提供Aug 24, 2019
Excellent course content as always, coupled with an engaging and lively instructor and helpful teaching staff!
由 JK 提供Dec 17, 2019
Well done, and well-paced. Even for someone who hasn't taken C++ in 10 years. Good fundamentals class.
由 RM 提供Dec 31, 2019
Assignments were very detailed but not clear enough. Teacher is very helpful and responsive.
由 CS 提供Oct 2, 2019
LOVE IT!\n\nInstructor is very helpful, and the course work is well structured.
由 MV 提供Aug 3, 2019
It's a great course with challenging but practical coding applications.
关于 Accelerated Computer Science Fundamentals 专项课程
Topics covered by this Specialization include basic object-oriented programming, the analysis of asymptotic algorithmic run times, and the implementation of basic data structures including arrays, hash tables, linked lists, trees, heaps and graphs, as well as algorithms for traversals, rebalancing and shortest paths.
This Specialization sequence is designed to help prospective applicants to the flexible and affordable Online Master of Computer Science (MCS) and MCS in Data Science prepare for the Online MCS Entrance Exam. The Online MCS Entrance Exam allows applicants who do not have graded and transcripted prerequisite CS coursework in the areas of data structures, algorithms, and object-oriented programming to strengthen their applications for admission. Learn more about the Online MCS Entrance Exam.
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