About this Course
4.7
299개의 평가
53개의 리뷰

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

중급 단계

완료하는 데 약 8시간 필요

권장: 4 weeks of study, 3-6 hours/week...

영어

자막: 영어

귀하가 습득할 기술

Data StructureInterfacesSoftware DesignJava Programming

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

중급 단계

완료하는 데 약 8시간 필요

권장: 4 weeks of study, 3-6 hours/week...

영어

자막: 영어

강의 계획 - 이 강좌에서 배울 내용

1
완료하는 데 1시간 필요

Introducing the Recommender

You will start out the capstone project by taking a look at the features of a recommender engine. Then you will choose how to read in and organize user, ratings, and movie data in your program. The programming exercise will provide a check on your progress before moving on to the next step....
2 videos (Total 13 min), 2 readings, 1 quiz
2개의 동영상
Reading and Storing Data6m
2개의 읽기 자료
Module Description / Resources10m
Programming Exercise: Step One10m
1개 연습문제
Step One20m
2
완료하는 데 1시간 필요

Simple Recommendations

Your second step in building a recommender will focus on making simple recommendations based on the average ratings that a movie receives. You'll also make sure that each recommended movie has a least a minimal number of user ratings before including it in your recommendations. Throughout this step you are encouraged you use your knowledge of the seven step process to design useful algorithms and successful programs to solve the challenges you will face....
1 video (Total 3 min), 2 readings, 1 quiz
1개의 동영상
2개의 읽기 자료
Module Description10m
Programming Exercise: Step Two10m
1개 연습문제
Step Two20m
3
완료하는 데 1시간 필요

Interfaces, Filters, Database

In your third step, you will be encouraged to use interfaces to rewrite your existing code, making it more flexible and more efficient. You will also add filters to select a desired subset of movies that you want to recommend, such as 'all movies under two hours long' or 'all movies made in 2012'. You'll also make your recommendation engine more efficient as you practice software design principles such as refactoring....
1 video (Total 8 min), 2 readings, 1 quiz
1개의 동영상
2개의 읽기 자료
Module Description10m
Programming Exercise: Step Three10m
1개 연습문제
Step Three20m
4
완료하는 데 3시간 필요

Weighted Averages

In your fourth step, you will complete your recommendation engine by finding users in the database that have similar ratings and weighting their input to provide a more personal recommendation for the users of your program. Once you complete this step, you could request ratings of movies from those you know, run your program, and give them recommendations tailored to their own interests and tastes!...
1 video (Total 14 min), 2 readings, 2 quizzes
1개의 동영상
2개의 읽기 자료
Module Description10m
Programming Exercise: Step Four10m
1개 연습문제
Step Four22m
완료하는 데 1분 필요

Farewell

Congratulations on completing your recommender programming project! As we conclude this capstone course, our instructors have a few parting words as you embark in future learning and work in computer science!...
1 video (Total 1 min)
1개의 동영상
4.7
53개의 리뷰Chevron Right

33%

이 강좌를 수료한 후 새로운 경력 시작하기

35%

이 강좌를 통해 확실한 경력상 이점 얻기

최상위 리뷰

대학: GWFeb 19th 2016

I really like this approach to a final project. I learned a lot outside of the course by using a different, full-featured IDE and writing unit tests for my code. Pretty challenging!

대학: CTSep 17th 2018

Challenging, but I feel that I learned a lot about programming. I'm looking forward to the UCSD intermediate programming course.

강사

Avatar

Robert Duvall

Lecturer
Computer Science
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Owen Astrachan

Professor of the Practice
Computer Science
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Andrew D. Hilton

Associate Professor of the Practice
Electrical and Computer Engineering
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Susan H. Rodger

Professor of the Practice
Computer Science

듀크대학교 정보

Duke University has about 13,000 undergraduate and graduate students and a world-class faculty helping to expand the frontiers of knowledge. The university has a strong commitment to applying knowledge in service to society, both near its North Carolina campus and around the world....

Java Programming and Software Engineering Fundamentals 전문 분야 정보

Take your first step towards a career in software development with this introduction to Java—one of the most in-demand programming languages and the foundation of the Android operating system. Designed for beginners, this Specialization will teach you core programming concepts and equip you to write programs to solve complex problems. In addition, you will gain the foundational skills a software engineer needs to solve real-world problems, from designing algorithms to testing and debugging your programs....
Java Programming and Software Engineering Fundamentals

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.

  • No. Completion of a Coursera course does not earn you academic credit from Duke; therefore, Duke is not able to provide you with a university transcript. However, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

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