課程信息
4.7
81 個評分
19 個審閱
專項課程
100% 在線

100% 在線

立即開始,按照自己的計劃學習。
可靈活調整截止日期

可靈活調整截止日期

根據您的日程表重置截止日期。
完成時間(小時)

完成時間大約為19 小時

建議:6 weeks of study, 3-5 hours/week...
可選語言

英語(English)

字幕:英語(English)...
專項課程
100% 在線

100% 在線

立即開始,按照自己的計劃學習。
可靈活調整截止日期

可靈活調整截止日期

根據您的日程表重置截止日期。
完成時間(小時)

完成時間大約為19 小時

建議:6 weeks of study, 3-5 hours/week...
可選語言

英語(English)

字幕:英語(English)...

教學大綱 - 您將從這門課程中學到什麼

1
完成時間(小時)
完成時間為 6 小時

Introduction and Warm up

Welcome to our capstone project! In the last four courses in this specialization you've learned many core data structures and algorithms, and applied them to three different real-world projects. In this capstone project you'll be doing a project very much like the projects from these other courses, only it will be almost entirely directed by you! In this first week you'll get warmed up by playing around with the data that will form the backbone of this project: social network data. Then you'll get back into writing code by implementing a couple of graph algorithms to answer questions about this data. ...
Reading
8 個視頻(共 43 分鐘), 4 個閱讀材料, 2 個測驗
Video8 個視頻
Capstone Project Exemplar10分鐘
Project overview and timeline2分鐘
Introduction to (some) social network data7分鐘
Representing social network data as a graph2分鐘
Warm up algorithm 1: Extracting egonets3分鐘
Warm up algorithm 2: Strongly Connected Components5分鐘
Warm up algorithm 2: Strongly connected components, part 210分鐘
Reading4 個閱讀材料
By the end of this capstone, you will be able to ...10分鐘
Specialization Completion Rewards10分鐘
Capstone Project Overview10分鐘
Capstone Warmup Assignment: Where to get help10分鐘
Quiz1 個練習
Warm-up Feedback4分鐘
2
完成時間(小時)
完成時間為 3 小時

Project Definition and Scope

Now that you're warmed up, it's time to get started planning for the bulk of your capstone project. This week you will identify several questions you'd like to answer about the social network data. For each of these questions, you'll research and evaluate data structures and algorithms that would be useful in implementing a solution. Defining the scope of your project and anticipating bottlenecks and tricky spots is tough but extremely valuable. You'll use asymptotic analysis to guide and refine your design....
Reading
6 個視頻(共 50 分鐘), 2 個閱讀材料, 2 個測驗
Video6 個視頻
Project idea: information flow in a social network12分鐘
Project idea: broadcasting to a Twitter network, part 16分鐘
Project idea: broadcasting to a Twitter network, part 26分鐘
Project idea: detecting communities11分鐘
Analyzing algorithms before implementing11分鐘
Reading2 個閱讀材料
Preparing to watch the "Project ideas" videos10分鐘
Example Report: Scope and Problem Definition10分鐘
Quiz1 個練習
End of Week Feedback5分鐘
3
完成時間(小時)
完成時間為 3 小時

Capstone Implementation: Mini-project

Now that you've identified the two problems you want to solve, this week you'll work to solve the easier of the two. This week you are predominately on your own to work independently. To solve the problem, you'll likely create small datasets for testing, research existing solutions to related problems, implement a solution, test your solution, and analyze the algorithmic runtime of the solution. You can optionally write-up a report of your work for peer-review feedback. ...
Reading
2 個視頻(共 12 分鐘), 1 個閱讀材料, 2 個測驗
Video2 個視頻
Overview of report9分鐘
Reading1 個閱讀材料
Sample Project Reports20分鐘
Quiz1 個練習
End of Week Feedback5分鐘
4
完成時間(小時)
完成時間為 2 小時

Capstone Implementation: Full project checkpoint

This week, you will work on your own on the larger problem you aim to solve. You'll have two weeks (this and the next) to solve the larger problem and submit a report for peer feedback. For this week, you should aim to create small test datasets, research exist solutions, and analyze the runtime of your potential solutions. You should also research datasets which might be particularly interesting for your problem....
Reading
1 個視頻(共 3 分鐘), 1 個閱讀材料, 1 個測驗
Video1 個視頻
Reading1 個閱讀材料
Content Links to Prevous Courses20分鐘
4.7
職業方向

33%

完成這些課程後已開始新的職業生涯
工作福利

83%

通過此課程獲得實實在在的工作福利
職業晉升

25%

加薪或升職

熱門審閱

創建者 SPJun 16th 2016

I think this is a great specialization to learn more about Java programming and associated technologies such as the Eclipse IDE and Unit Testing.

創建者 YLJul 5th 2017

Cannot express how grateful i am to this course series. Will recommend to anyone who has needs!

講師

Avatar

Christine Alvarado

Associate Teaching Professor
Computer Science and Engineering
Avatar

Mia Minnes

Assistant Teaching Professor
Computer Science and Engineering
Avatar

Leo Porter

Assistant Teaching Professor
Computer Science and Engineering

關於 University of California San Diego

UC San Diego is an academic powerhouse and economic engine, recognized as one of the top 10 public universities by U.S. News and World Report. Innovation is central to who we are and what we do. Here, students learn that knowledge isn't just acquired in the classroom—life is their laboratory....

關於 Object Oriented Java Programming: Data Structures and Beyond 專項課程

This Specialization covers intermediate topics in software development. You’ll learn object-oriented programming principles that will allow you to use Java to its full potential, and you’ll implement data structures and algorithms for organizing large amounts of data in a way that is both efficient and easy to work with. You’ll also practice critically evaluating your own code, and you’ll build technical communication skills that will help you prepare for job interviews and collaborative work as a software engineer. In the final Capstone Project, you’ll apply your skills to analyze data collected from a real-world (social) network. Google has contributed real-world projects and the involvement of its engineers as guest lecturers to these courses. A small, select group of top learners who complete the Specialization will be offered practice interviews with Google recruiters. Invitation to a practice interview does not guarantee an actual interview or employment....
Object Oriented Java Programming: Data Structures and Beyond

常見問題

  • 注册以便获得证书后,您将有权访问所有视频、测验和编程作业(如果适用)。只有在您的班次开课之后,才可以提交和审阅同学互评作业。如果您选择在不购买的情况下浏览课程,可能无法访问某些作业。

  • 您注册课程后,将有权访问专项课程中的所有课程,并且会在完成课程后获得证书。您的电子课程证书将添加到您的成就页中,您可以通过该页打印您的课程证书或将其添加到您的领英档案中。如果您只想阅读和查看课程内容,可以免费旁听课程。

還有其他問題嗎?請訪問 學生幫助中心