課程信息
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第 5 門課程(共 5 門)

100% 在線

立即開始,按照自己的計劃學習。

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完成時間大約為8 小時

建議:6 weeks of study, 2-4 hours/week...

英語(English)

字幕:英語(English)

您將學到的內容有

  • 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

您將獲得的技能

Data AnalysisPython ProgrammingDatabase (DBMS)Data Visualization (DataViz)

第 5 門課程(共 5 門)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

完成時間大約為8 小時

建議:6 weeks of study, 2-4 hours/week...

英語(English)

字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 2 小時

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 個視頻 (總計 35 分鐘), 5 個閱讀材料, 1 個測驗
4 個視頻
Unicode Characters and Strings17分鐘
Office Hours in Den Haag, Netherlands3分鐘
Interview: John Resig and Pam Fox - Khan Academy11分鐘
5 個閱讀材料
Capstone Overview10分鐘
Help Us Learn More About You!10分鐘
Python Textbook10分鐘
Coming from Python 2 - Encoding Data in Python 310分鐘
Notice for Auditing Learners: Assignment Submission10分鐘
1 個練習
Using Encoded Data in Python 310分鐘
2
完成時間為 2 小時

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 個視頻 (總計 61 分鐘), 2 個閱讀材料, 1 個測驗
6 個視頻
Worked Example: Page Rank - Spidering (Chapter 16)17分鐘
Worked Example: Page Rank - Computation (Chapter 16)15分鐘
Worked Example: Page Rank - Visualization (Chapter 16)6分鐘
Office Hours Detroit, Michigan1分鐘
Interview: Anil Jain - Image Processing11分鐘
2 個閱讀材料
Building a Search Engine - Introduction10分鐘
Peer Graded Assignment - Instructor Input10分鐘
3
完成時間為 1 小時

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 個視頻 (總計 9 分鐘), 2 個閱讀材料
2 個視頻
Interview: Bruce Schneier - The Security Mindset7分鐘
2 個閱讀材料
Identifying Your Data Source - Introduction10分鐘
List of Data Sources (Instructional Staff Curated)10分鐘
4
完成時間為 2 小時

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 個視頻 (總計 49 分鐘), 1 個閱讀材料, 1 個測驗
5 個視頻
Worked Example: Gmane / Mail - Retrieval (Chapter 16)17分鐘
Worked Example: Gmane / Mail - Model (Chapter 16)12分鐘
Office Hours Baltimore, MD1分鐘
Interview: Bruce Schneier - Building Cryptographic Systems11分鐘
1 個閱讀材料
Spidering and Modeling Email Data - Introduction10分鐘
4.6
589 個審閱Chevron Right

40%

完成這些課程後已開始新的職業生涯

39%

通過此課程獲得實實在在的工作福利

19%

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創建者 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 .

創建者 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.

講師

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Charles Severance

Professor
School of Information

關於 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....

關於 零基础 Python 入门 專項課程

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....
零基础 Python 入门

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