课程信息
4.6
3,458 个评分
505 个审阅
专项课程

第 5 门课程(共 5 门),位于

100% online

100% online

立即开始,按照自己的计划学习。
可灵活调整截止日期

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为7 小时

建议:6 weeks of study, 2-4 hours/week...
可选语言

英语(English)

字幕:英语(English)...

您将学到的内容有

  • Check

    Create email data visualizations

  • Check

    Make use of unicode characters and strings

  • Check

    Select and process the data of your choice

  • Check

    Understand the basics of building a search engine

您将获得的技能

Data AnalysisPython ProgrammingDatabase (DBMS)Data Visualization (DataViz)
专项课程

第 5 门课程(共 5 门),位于

100% online

100% online

立即开始,按照自己的计划学习。
可灵活调整截止日期

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为7 小时

建议:6 weeks of study, 2-4 hours/week...
可选语言

英语(English)

字幕:英语(English)...

教学大纲 - 您将从这门课程中学到什么

1
完成时间(小时)
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....
Reading
4 个视频(共 35 分钟), 5 个阅读材料, 1 个测验
Video4 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
Reading5 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
Quiz1 个练习
Using Encoded Data in Python 310分钟
2
完成时间(小时)
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. ...
Reading
6 个视频(共 61 分钟), 2 个阅读材料, 1 个测验
Video6 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
Reading2 个阅读材料
Building a Search Engine - Introduction10分钟
Peer Graded Assignment - Instructor Input10分钟
3
完成时间(小时)
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....
Reading
2 个视频(共 9 分钟), 2 个阅读材料
Video2 个视频
Interview: Bruce Schneier - The Security Mindset7分钟
Reading2 个阅读材料
Identifying Your Data Source - Introduction10分钟
List of Data Sources (Instructional Staff Curated)10分钟
4
完成时间(小时)
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....
Reading
5 个视频(共 49 分钟), 1 个阅读材料, 1 个测验
Video5 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
Reading1 个阅读材料
Spidering and Modeling Email Data - Introduction10分钟
4.6
职业方向

48%

完成这些课程后已开始新的职业生涯
工作福利

83%

通过此课程获得实实在在的工作福利
职业晋升

15%

加薪或升职

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创建者 NSApr 10th 2016

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 .

创建者 JCMay 26th 2017

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

Avatar

Charles Severance

Associate Professor
School of Information

关于 University of Michigan

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 Python for Everybody 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....
Python for Everybody

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