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.
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关于此 专项课程
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您将学到的内容有
Design and implement an object-oriented program in the C++ language, including defining classes that encapsulate data structures and algorithms.
Select and implement appropriate data structures that best utilize resources to solve a computational problem.
Analyze the running time and space needs of an algorithm, asymptotically to ensure it is appropriate at scale, including for big data.
Prepare for advanced courses in CS with the foundational knowledge of object data structures needed to implement and call advanced library functions.
您将获得的技能
Run-time AnalysisAlgorithmsHash TableTrees (Data Structures)Object-Oriented Programming (OOP)
100% 在线课程
立即开始，按照自己的计划学习。
灵活的计划
设置并保持灵活的截止日期。
中级
Learners should be able to write a program in a programming language (e.g. Python), and preferably have taken an introductory programming course.
完成时间大约为2 个月
建议 12 小时/周
英语（English）
字幕：英语（English）
专项课程的运作方式
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在结束每门课程并完成实践项目之后，您会获得一个证书，您可以向您的潜在雇主展示该证书并在您的职业社交网络中分享。
此专项课程包含 3 门课程
Object-Oriented Data Structures in C++
581 个评分
This course teaches learners how to write a program in the C++ language, including how to set up a development environment for writing and debugging C++ code and how to implement data structures as C++ classes. It is the first course in the Accelerated CS Fundamentals specialization, and subsequent courses in this specialization will be using C++ as the language for implementing the data structures covered in class.
Ordered Data Structures
261 个评分
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.
Unordered Data Structures
157 个评分
The Unordered Data Structures course covers the data structures and algorithms needed to implement hash tables, disjoint sets and graphs. These fundamental data structures are useful for unordered data. For example, a hash table provides immediate access to data indexed by an arbitrary key value, that could be a number (such as a memory address for cached memory), a URL (such as for a web cache) or a dictionary. Graphs are used to represent relationships between items, and this course covers several different data structures for representing graphs and several different algorithms for traversing graphs, including finding the shortest route from one node to another node. These graph algorithms will also depend on another concept called disjoint sets, so this course will also cover its data structure and associated algorithms.
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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.
审阅
4.8
来自ACCELERATED COMPUTER SCIENCE FUNDAMENTALS的热门评论
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 EQ 提供Jan 12, 2020
Honestly, this is a great crash course in OOP for C++ (though the ideas can be applied to any language). Previous experience with C++ is almost a necessity, the lessons can be complicated for novices.
由 IA 提供Mar 15, 2020
A lot of new concepts learned. However I would have like to do more programming, exploring more features of C++. Changing only one or two lines of an existing code does not help much in our learning.
由 DC 提供Mar 22, 2020
I enjoyed this course so much! Explanations were very clear and now i feel like i can navigate c++ code much easier! It has made me eager to keep exploring this awesome language and data structures!
由 AR 提供Mar 16, 2019
So well designed course! Should be named c++ made easy. I specifically liked the challenge problem and Week 4 programming assignment. Thanks professor Wade Fagen-Ulmschneider and Eric!
由 OG 提供Nov 19, 2019
Very well constructed course, gives a very concise and clear run-through of a lot of fundamental concepts in computer science and how those concepts are expressed in the C++ language.
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 MP 提供Oct 21, 2019
Very good course for getting around objects and classes in C++. If you are only new to the topic, this is a must. If you had any previous experience, I should give it a try as well.
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What background knowledge is necessary?
Basic working knowledge of computers and computer systems Familiarity with a common programming languages, such as Python.
Do I need to take the courses in a specific order?
It is recommended that the courses in the Specialization be taken in the order outlined.
还有其他问题吗？请访问 学生帮助中心。
