This course will introduce students to the basics of the Structured Query Language (SQL) as well as basic database design for storing data as part of a multi-step data gathering, analysis, and processing effort. The course will use SQLite3 as its database. We will also build web crawlers and multi-step data gathering and visualization processes. We will use the D3.js library to do basic data visualization. This course will cover Chapters 14-15 of the book “Python for Everybody”. To succeed in this course, you should be familiar with the material covered in Chapters 1-13 of the textbook and the first three courses in this specialization. This course covers Python 3.
提供方
零基础 Python 入门 專項課程密歇根大学課程信息
1,669,775 次近期查看
學生職業成果
34%
完成這些課程後已開始新的職業生涯
34%
通過此課程獲得實實在在的工作福利
13%
加薪或升職
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 4 門課程（共 5 門）
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14 小時
英語（English）
字幕：英語（English）, 韓語
您將學到的內容有
Use the Create, Read, Update, and Delete operations to manage databases
Explain the basics of Object Oriented Python
Understand how data is stored across multiple tables in a database
Utilize the Google Maps API to visualize data
您將獲得的技能
Python ProgrammingDatabase (DBMS)SqliteSQL
學生職業成果
34%
完成這些課程後已開始新的職業生涯
34%
通過此課程獲得實實在在的工作福利
13%
加薪或升職
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 4 門課程（共 5 門）
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14 小時
英語（English）
字幕：英語（English）, 韓語
提供方
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.
教學大綱 - 您將從這門課程中學到什麼
完成時間為 3 小時
Object Oriented Python
To start this class out we cover the basics of Object Oriented Python. We won't be writing our own objects, but since many of the things we use like BeautifulSoup, strings, dictionaries, database connections all use Object Oriented (OO) patterns we should at least understand some of its patterns and terminology.
完成時間為 3 小時
8 個視頻 （總計 64 分鐘）, 4 個閱讀材料, 2 個測驗
8 個視頻
Unicode Characters and Strings17分鐘
14.1 - Object Oriented Definitions and Terminology8分鐘
14.2 - Our First Class and Object7分鐘
14.3 - Object Life Cycle8分鐘
14.4 - Object Inheritance6分鐘
Bonus: Interview - Software Engineering - Bertrand Meyer11分鐘
Bonus: Office Hours - London1分鐘
4 個閱讀材料
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
2 個練習
Using Encoded Data in Python 330分鐘
Object Oriented Programming30分鐘
完成時間為 4 小時
Basic Structured Query Language
We learn the four core CRUD operations (Create, Read, Update, and Delete) to manage data stored in a database.
完成時間為 4 小時
7 個視頻 （總計 77 分鐘）
7 個視頻
15.2 - Using Databases12分鐘
15.3 - Single Table CRUD16分鐘
Worked Example: Counting Email in a Database13分鐘
Bonus: Office Hours Zagreb, Croatia3分鐘
Interview: Elizabeth Fong - The Early Years of SQL7分鐘
Worked Example: Twspider.py (Chapter 15)9分鐘
1 個練習
Single-Table SQL30分鐘
完成時間為 3 小時
Data Models and Relational SQL
In this section we learn about how data is stored across multiple tables in a database and how rows are linked (i.e., we establish relationships) in the database.
完成時間為 3 小時
8 個視頻 （總計 81 分鐘）
8 個視頻
15.5 - Representing a Data Model in Tables11分鐘
15.6 - Inserting Relational Data9分鐘
15.7 - Reconstructing Data with JOIN12分鐘
Worked Example: Tracks.py (Chapter 15)13分鐘
Bonus: Office Hours Perth, Australia1分鐘
Bonus Interview: Niklaus Wirth15分鐘
Bonus: Office Hours Barcelona2分鐘
1 個練習
Multi-Table Relational SQL30分鐘
完成時間為 3 小時
Many-to-Many Relationships in SQL
In this section we explore how to model situations like students enrolling in courses where each course has many students and each student is enrolled in many courses.
完成時間為 3 小時
5 個視頻 （總計 62 分鐘）
5 個視頻
Worked Example: roster.py (Chapter 15)11分鐘
Bonus: Office Hours Mexico, City54
Bonus Interview: Andrew Tannenbaum - Minix10分鐘
Worked Example: Twfriends.py (Chapter 15)21分鐘
1 個練習
Many-to-Many Relationships and Python30分鐘
審閱
來自PYTHON 数据库开发的熱門評論
由 BT 提供2020年1月31日
Course is worthwhile taking and Dr. Severance is engaging in the videos. People new to Python should read book chapters prior to viewing videos so as to familiarize themselves with the subject matter.
由 SZ 提供2016年9月10日
I hope this can be a little bit more challenge. All the assignments are easy to be finished, some of them can be done within minutes. Comparing with JHU's R programming, that can be too hard, though.
由 MM 提供2018年3月12日
The course is great... You can definitely learn many things... Was kind of hard for me and i went many times back and forth through most of the lectures... However i think i learn many new things....
由 JG 提供2016年6月16日
This course was great! I enjoyed parsing different types of data: from documents and the web. This course is definitely (rudimentary) a must take course for anyone who wants to go into data science.
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.
常見問題
我什么时候能够访问课程视频和作业？
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
- The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
- The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
我订阅此专项课程后会得到什么？
您注册课程后，将有权访问专项课程中的所有课程，并且会在完成课程后获得证书。您的电子课程证书将添加到您的成就页中，您可以通过该页打印您的课程证书或将其添加到您的领英档案中。如果您只想阅读和查看课程内容，可以免费旁听课程。
退款政策是如何规定的？
如果订阅，您可以获得 7 天免费试听，在此期间，您可以取消课程，无需支付任何罚金。在此之后，我们不会退款，但您可以随时取消订阅。请阅读我们完整的退款政策。
有助学金吗？
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完成课程后，我会获得大学学分吗？
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