About this Course
4.7
87개의 평가
19개의 리뷰

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

완료하는 데 약 19시간 필요

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

영어

자막: 영어

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

완료하는 데 약 19시간 필요

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

영어

자막: 영어

강의 계획 - 이 강좌에서 배울 내용

1
완료하는 데 6시간 필요

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 videos (Total 43 min), 4 readings, 2 quizzes
8개의 동영상
Capstone Project Exemplar10m
Project overview and timeline2m
Introduction to (some) social network data7m
Representing social network data as a graph2m
Warm up algorithm 1: Extracting egonets3m
Warm up algorithm 2: Strongly Connected Components5m
Warm up algorithm 2: Strongly connected components, part 210m
4개의 읽기 자료
By the end of this capstone, you will be able to ...10m
Specialization Completion Rewards10m
Capstone Project Overview10m
Capstone Warmup Assignment: Where to get help10m
1개 연습문제
Warm-up Feedback4m
2
완료하는 데 3시간 필요

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 videos (Total 50 min), 2 readings, 2 quizzes
6개의 동영상
Project idea: information flow in a social network12m
Project idea: broadcasting to a Twitter network, part 16m
Project idea: broadcasting to a Twitter network, part 26m
Project idea: detecting communities11m
Analyzing algorithms before implementing11m
2개의 읽기 자료
Preparing to watch the "Project ideas" videos10m
Example Report: Scope and Problem Definition10m
1개 연습문제
End of Week Feedback5m
3
완료하는 데 3시간 필요

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 videos (Total 12 min), 1 reading, 2 quizzes
2개의 동영상
Overview of report9m
1개의 읽기 자료
Sample Project Reports20m
1개 연습문제
End of Week Feedback5m
4
완료하는 데 2시간 필요

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 video (Total 3 min), 1 reading, 1 quiz
1개의 동영상
1개의 읽기 자료
Content Links to Prevous Courses20m
4.7
19개의 리뷰Chevron Right

50%

이 강좌를 수료한 후 새로운 경력 시작하기

67%

이 강좌를 통해 확실한 경력상 이점 얻기

25%

급여 인상 또는 승진하기

최상위 리뷰

대학: 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.

대학: YLJul 5th 2017

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

강사

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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

캘리포니아 샌디에고 대학교 정보

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....

Object Oriented Java Programming: Data Structures and Beyond 전문 분야 정보

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

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 강좌를 등록하면 전문 분야의 모든 강좌에 접근할 수 있고 강좌를 완료하면 수료증을 취득할 수 있습니다. 전자 수료증이 성취도 페이지에 추가되며 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 내용만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

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