In the capstone, students will build a series of applications to retrieve, process and visualize data using Python. The projects will involve all the elements of the specialization. In the first part of the capstone, students will do some visualizations to become familiar with the technologies in use and then will pursue their own project to visualize some other data that they have or can find. Chapters 15 and 16 from the book “Python for Everybody” will serve as the backbone for the capstone. This course covers Python 3.
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课程信息
290,672 次近期查看
您将学到的内容有
Create email data visualizations
Make use of unicode characters and strings
Select and process the data of your choice
Understand the basics of building a search engine
您将获得的技能
Data AnalysisPython ProgrammingDatabase (DBMS)Data Visualization (DataViz)
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教学大纲 - 您将从这门课程中学到什么
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1完成时间为 2 小时
Welcome to the Capstone
Congratulations to everyone for making it this far. Before you begin, please view the Introduction video and read the Capstone Overview. The Course Resources section contains additional course-wide material that you may want to refer to in future weeks.
4 个视频 （总计 35 分钟）, 5 个阅读材料, 1 个测验
4 个视频
Unicode Characters and Strings17分钟
Office Hours in Den Haag, Netherlands3分钟
Interview: John Resig and Pam Fox - Khan Academy11分钟
5 个阅读材料
Capstone Overview10分钟
Help Us Learn More About You!10分钟
Python Textbook10分钟
Coming from Python 2 - Encoding Data in Python 310分钟
Notice for Auditing Learners: Assignment Submission10分钟
1 个练习
Using Encoded Data in Python 310分钟
周
2完成时间为 2 小时
Building a Search Engine
This week we will download and run a simple version of the Google PageRank Algorithm and practice spidering some content. The assignment is peer-graded, and the first of three required assignments in the course. This a continuation of the material covered in Course 4 of the specialization, and is based on Chapter 16 of the textbook.
6 个视频 （总计 61 分钟）, 2 个阅读材料, 1 个测验
6 个视频
Worked Example: Page Rank - Spidering (Chapter 16)17分钟
Worked Example: Page Rank - Computation (Chapter 16)15分钟
Worked Example: Page Rank - Visualization (Chapter 16)6分钟
Office Hours Detroit, Michigan1分钟
Interview: Anil Jain - Image Processing11分钟
2 个阅读材料
Building a Search Engine - Introduction10分钟
Peer Graded Assignment - Instructor Input10分钟
周
3完成时间为 1 小时
Exploring Data Sources (Project)
The optional Capstone project is your opportunity to select, process, and visualize the data of your choice, and receive feedback from your peers. The project is not graded, and can be as simple or complex as you like. This week's assignment is to identify a data source and make a short discussion forum post describing the data source and outlining some possible analysis that could be done with it. You will not be required to use the data source presented here for your actual analysis.
2 个视频 （总计 9 分钟）, 2 个阅读材料
2 个阅读材料
Identifying Your Data Source - Introduction10分钟
List of Data Sources (Instructional Staff Curated)10分钟
周
4完成时间为 2 小时
Spidering and Modeling Email Data
In our second required assignment, we will retrieve and process email data from the Sakai open source project. Video lectures will walk you through the process of retrieving, cleaning up, and modeling the data.
5 个视频 （总计 49 分钟）, 1 个阅读材料, 1 个测验
5 个视频
Worked Example: Gmane / Mail - Retrieval (Chapter 16)17分钟
Worked Example: Gmane / Mail - Model (Chapter 16)12分钟
Office Hours Baltimore, MD1分钟
Interview: Bruce Schneier - Building Cryptographic Systems11分钟
1 个阅读材料
Spidering and Modeling Email Data - Introduction10分钟
4.6
680 个审阅38%
完成这些课程后已开始新的职业生涯
38%
通过此课程获得实实在在的工作福利
19%
加薪或升职
来自毕业项目：使用 Python 获取并处理数据，并用可视化方式展现数据的热门评论
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Informative course
(132)Relevant project
(132)Python for everyone is One of the Best Course on MOOC platform .\n\nDr. Chuck made it interesting and Knowledgeable. Way back 3 Months ,I can't even thing of the stuff that I leaned and implemented .
I found this course a little bit easier that some of the previous courses, however, it allowed me to gain experience managing a larger projects that encompass several languages and multiple programs.
讲师
Charles Russell Severance
Clinical ProfessorSchool of Information
关于 密歇根大学
The mission of the University of Michigan is to serve the people of Michigan and the world through preeminence in creating, communicating, preserving and applying knowledge, art, and academic values, and in developing leaders and citizens who will challenge the present and enrich the future.
关于 零基础 Python 入门 专项课程
This Specialization builds on the success of the Python for Everybody course and will introduce fundamental programming concepts including data structures, networked application program interfaces, and databases, using the Python programming language. In the Capstone Project, you’ll use the technologies learned throughout the Specialization to design and create your own applications for data retrieval, processing, and visualization.
常见问题
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