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 專項課程密歇根大学課程信息
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第 5 門課程（共 5 門）
完成時間大約為9 小時
英語（English）
字幕：阿拉伯語（Arabic）, 法語（French）, （歐洲人講的）葡萄牙語, 意大利語, 越南語, 韓語, 德語（German）, 俄語（Russian）, 英語（English）, 西班牙語（Spanish）
您將學到的內容有
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
您將獲得的技能
- Data Analysis
- Python Programming
- Database (DBMS)
- Data Visualization (DataViz)
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 5 門課程（共 5 門）
完成時間大約為9 小時
英語（English）
字幕：阿拉伯語（Arabic）, 法語（French）, （歐洲人講的）葡萄牙語, 意大利語, 越南語, 韓語, 德語（German）, 俄語（Russian）, 英語（English）, 西班牙語（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.
授課大綱 - 您將從這門課程中學到什麼
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.
完成時間為 2 小時
4 個視頻 （總計 36 分鐘）, 6 個閱讀材料, 1 個測驗
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 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.
完成時間為 2 小時
6 個視頻 （總計 61 分鐘）, 2 個閱讀材料, 1 個測驗
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.
完成時間為 1 小時
2 個視頻 （總計 9 分鐘）, 2 個閱讀材料
完成時間為 2 小時
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.
完成時間為 2 小時
5 個視頻 （總計 49 分鐘）, 1 個閱讀材料, 1 個測驗
審閱
- 5 stars81.35%
- 4 stars12.87%
- 3 stars3.63%
- 2 stars1.16%
- 1 star0.97%
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"Informative course" 在 132 條評論中
"Relevant project" 在 132 條評論中
來自毕业项目：使用 PYTHON 获取并处理数据，并用可视化方式展现数据的熱門評論
由 JS 提供2017年8月26日
Really great sample code for working on other projects in the future. Good wrap up to the specialization. I was hoping there was more code editing required to complete the three assignments.
由 CD 提供2020年10月15日
This whole specialisation is really well planned and simple enough to follow through. Kudos to the instructor who is engaging and able to distil difficult concepts down to something simpler.
由 KM 提供2017年11月17日
Its very Important concept while we dealing with Databases. I am feeling happy that learn this retrieving,processing,Visualizing concepts with python environment. Thanks COURSERA TEAM
由 JS 提供2019年5月8日
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.
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.
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