Capstone: Analyzing (Social) Network Data
€0, aangeboden door Coursera
About this course: In this capstone project we’ll combine all of the skills from all four specialization courses to do something really fun: analyze social networks! The opportunities for learning are practically endless in a social network. Who are the “influential†members of the network? What are the sub-communities in the network? Who is connected to whom, and by how many links? These are just some of the questions you can explore in this project. We will provide you with a real-world data set and some infrastructure for getting started, as well as some warm up tasks and basic project requirements, but then it’ll be up to you where you want to take the project. If you’re running short on ideas, we’ll have several suggested directions that can help get your creativity and imagination going. Finally, to integrate the skills you acquired in course 4 (and to show off your project!) you will be asked to create a video showcase of your final product.
Created by:Â Â Â University of California, San Diego
Taught by:Â Â Â Â Christine Alvarado, Associate Teaching Professor
Computer Science and Engineering
Taught by:Â Â Â Â Mia Minnes, Assistant Teaching Professor
Computer Science and Engineering
Taught by:Â Â Â Â Leo Porter, Assistant Teaching Professor
Computer Science and Engineering
Basic Info
Course 5 of 5 in the Java Programming: Object-Oriented Design of Data Structures Specialization.
Commitment
6 weeks of study, 3-5 hours/week
Language
English
How To Pass
Pass all graded assignments to complete the course.
User Ratings
4.9 stars
Average User Rating 4.9See all 6 reviews
Course 5 of Specialization
Develop Powerful Interactive Software. Advance your software development knowledge in four comprehensive courses.
Java Programming: Object-Oriented Design of Data Structures
University of California, San Diego
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Coursework
Each course is like an interactive textbook, featuring pre-recorded videos, quizzes and projects.
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Connect with thousands of other learners and debate ideas, discuss course material, and get help mastering concepts.
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About 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.
Syllabus
WEEK 1
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 lik...Â
8 videos, 3 readings
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Graded: Capstone warm up
WEEK 2
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 da...Â
6 videos, 1 reading
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Graded: Scope and Problem Definition
WEEK 3
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, rese...Â
2 videos, 1 reading
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Graded: End of Week Feedback
WEEK 4
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 ex...Â
1 video, 1 reading
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WEEK 5
Capstone Implementation: Full project final deadline
Now you get to finalize your project! This week, you will finish your solution to the larger problem and submit a report for peer feedback. This is also an opportunity for reflection about what went well and what went poorly in the process of completing the ...Â
2 videos
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Graded: Capstone Project Written Report and Code
WEEK 6
Capstone oral report
In this week, you get to present your project to the learner community! This will combine all the skills you've learned in the specialization: algorithm analysis, object oriented programming, design and use of data structures, and presenting your work with co...Â
3 videos
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Graded: Capstone Oral Report