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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零基础 Python 入门 专项课程密歇根大学课程信息
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第 5 门课程（共 5 门）
完成时间大约为9 小时
英语（English）
字幕：阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 意大利语, 越南语, 韩语, 德语（German）, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
您将学到的内容有
Make use of unicode characters and strings
Understand the basics of building a search engine
Select and process the data of your choice
Create email data visualizations
您将获得的技能
- Data Analysis
- Python Programming
- Database (DBMS)
- Data Visualization (DataViz)
可灵活调整截止日期
根据您的日程表重置截止日期。
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
第 5 门课程（共 5 门）
完成时间大约为9 小时
英语（English）
字幕：阿拉伯语（Arabic）, 法语（French）, （欧洲人讲的）葡萄牙语, 意大利语, 越南语, 韩语, 德语（German）, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
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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.
授课大纲 - 您将从这门课程中学到什么
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.
完成时间为 2 小时
4 个视频 （总计 36 分钟）, 6 个阅读材料, 1 个测验
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 optional Honors 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.
完成时间为 2 小时
6 个视频 （总计 61 分钟）, 2 个阅读材料, 1 个测验
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.
完成时间为 1 小时
2 个视频 （总计 9 分钟）, 2 个阅读材料
完成时间为 2 小时
Spidering and Modeling Email Data
In our second optional Honors 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.
完成时间为 2 小时
5 个视频 （总计 49 分钟）, 1 个阅读材料, 1 个测验
审阅
- 5 stars81.35%
- 4 stars12.87%
- 3 stars3.63%
- 2 stars1.16%
- 1 star0.97%
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"Informative course" 在 132 条评论中
"Relevant project" 在 132 条评论中
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
由 YH 提供Mar 22, 2019
This is a great course. I like this course very much because I can retrieve, process and visualize data in Python in a very good way I never used before. This course is very useful in real world.
由 SC 提供Aug 29, 2020
Pretty good conclusion to the entire specialization, there is also Honors program that helps in building a collaborative spirit and generally helping students with their project-making skills.
由 RG 提供Oct 30, 2017
Excellent certificate; the project was a bit too easy, but I guess its purpose was to show that something seemingly complex was the result of breaking things into simpler and more manageable pieces.
由 JS 提供May 8, 2019
Wow, It's been great learning the course material. I am so happy to have had the opportunity to learn this all from Dr. Chuck. I have a new skill set and a new appreciation for programming.
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.
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