课程信息
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100% 在线

立即开始,按照自己的计划学习。

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完成时间大约为19 小时

建议:6 weeks of study, 3-5 hours/week...

英语(English)

字幕:英语(English)

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

完成时间大约为19 小时

建议:6 weeks of study, 3-5 hours/week...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 6 小时

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. ...
8 个视频 (总计 43 分钟), 4 个阅读材料, 2 个测验
8 个视频
Capstone Project Exemplar10分钟
Project overview and timeline2分钟
Introduction to (some) social network data7分钟
Representing social network data as a graph2分钟
Warm up algorithm 1: Extracting egonets3分钟
Warm up algorithm 2: Strongly Connected Components5分钟
Warm up algorithm 2: Strongly connected components, part 210分钟
4 个阅读材料
By the end of this capstone, you will be able to ...10分钟
Specialization Completion Rewards10分钟
Capstone Project Overview10分钟
Capstone Warmup Assignment: Where to get help10分钟
1 个练习
Warm-up Feedback4分钟
2
完成时间为 3 小时

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....
6 个视频 (总计 50 分钟), 2 个阅读材料, 2 个测验
6 个视频
Project idea: information flow in a social network12分钟
Project idea: broadcasting to a Twitter network, part 16分钟
Project idea: broadcasting to a Twitter network, part 26分钟
Project idea: detecting communities11分钟
Analyzing algorithms before implementing11分钟
2 个阅读材料
Preparing to watch the "Project ideas" videos10分钟
Example Report: Scope and Problem Definition10分钟
1 个练习
End of Week Feedback5分钟
3
完成时间为 3 小时

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. ...
2 个视频 (总计 12 分钟), 1 个阅读材料, 2 个测验
2 个视频
Overview of report9分钟
1 个阅读材料
Sample Project Reports20分钟
1 个练习
End of Week Feedback5分钟
4
完成时间为 2 小时

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....
1 个视频 (总计 3 分钟), 1 个阅读材料, 1 个测验
1 个视频
1 个阅读材料
Content Links to Prevous Courses20分钟
4.7
19 个审阅Chevron Right

50%

完成这些课程后已开始新的职业生涯

67%

通过此课程获得实实在在的工作福利

25%

加薪或升职

热门审阅

创建者 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.

创建者 YLJul 5th 2017

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

讲师

Avatar

Christine Alvarado

Associate Teaching Professor
Computer Science and Engineering
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Mia Minnes

Assistant Teaching Professor
Computer Science and Engineering
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Leo Porter

Assistant Teaching Professor
Computer Science and Engineering

关于 加州大学圣地亚哥分校

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....

关于 Object Oriented Java Programming: Data Structures and Beyond 专项课程

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

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