このコースについて
9,320 最近の表示

100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

中級レベル

約8時間で修了

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

英語

字幕:英語

習得するスキル

Data StructureInterfacesSoftware DesignJava Programming

100%オンライン

自分のスケジュールですぐに学習を始めてください。

柔軟性のある期限

スケジュールに従って期限をリセットします。

中級レベル

約8時間で修了

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

英語

字幕:英語

シラバス - 本コースの学習内容

1
1時間で修了

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件のビデオ (合計13分), 2 readings, 1 quiz
2件のビデオ
Reading and Storing Data6 分
2件の学習用教材
Module Description / Resources10 分
Programming Exercise: Step One10 分
1の練習問題
Step One20 分
2
1時間で修了

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件のビデオ (合計3分), 2 readings, 1 quiz
1件のビデオ
2件の学習用教材
Module Description10 分
Programming Exercise: Step Two10 分
1の練習問題
Step Two20 分
3
1時間で修了

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件のビデオ (合計8分), 2 readings, 1 quiz
1件のビデオ
2件の学習用教材
Module Description10 分
Programming Exercise: Step Three10 分
1の練習問題
Step Three20 分
4
3時間で修了

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件のビデオ (合計14分), 2 readings, 2 quizzes
1件のビデオ
2件の学習用教材
Module Description10 分
Programming Exercise: Step Four10 分
1の練習問題
Step Four22 分
1分で修了

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件のビデオ (合計1分)
1件のビデオ
4.7
53件のレビューChevron Right

33%

コース終了後に新しいキャリアをスタートした

35%

コースが具体的なキャリアアップにつながった

人気のレビュー

by 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!

by CTSep 17th 2018

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

講師

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

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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の専門講座について

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

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