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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みんなのためのPython専門講座ミシガン大学（University of Michigan）このコースについて
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自分のスケジュールですぐに学習を始めてください。
次における5の5コース
約9時間で修了
英語
字幕：アラビア語, フランス語, ポルトガル語（ヨーロッパ）, イタリア語, ベトナム語, 韓国語, ドイツ語, ロシア語, 英語, スペイン語
学習内容
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
習得するスキル
- Data Analysis
- Python Programming
- Database (DBMS)
- Data Visualization (DataViz)
柔軟性のある期限
スケジュールに従って期限をリセットします。
共有できる証明書
修了時に証明書を取得
100%オンライン
自分のスケジュールですぐに学習を始めてください。
次における5の5コース
約9時間で修了
英語
字幕：アラビア語, フランス語, ポルトガル語（ヨーロッパ）, イタリア語, ベトナム語, 韓国語, ドイツ語, ロシア語, 英語, スペイン語
提供：
ミシガン大学（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.
シラバス - 本コースの学習内容
2時間で修了
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.
2時間で修了
4件のビデオ （合計36分）, 6 学習用教材, 1 個のテスト
2時間で修了
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.
2時間で修了
6件のビデオ （合計61分）, 2 学習用教材, 1 個のテスト
1時間で修了
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.
1時間で修了
2件のビデオ （合計9分）, 2 学習用教材
2時間で修了
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.
2時間で修了
5件のビデオ （合計49分）, 1 学習用教材, 1 個のテスト
レビュー
- 5 stars81.36%
- 4 stars12.86%
- 3 stars3.63%
- 2 stars1.16%
- 1 star0.97%
ハイライト
"Informative course" 132 件のレビューで
"Relevant project" 132 件のレビューで
CAPSTONE: RETRIEVING, PROCESSING, AND VISUALIZING DATA WITH PYTHON からの人気レビュー
YHにより2019年3月22日
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.
SCにより2020年8月29日
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.
RGにより2017年10月30日
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.
JSにより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.
みんなのためのPython専門講座について
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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