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
課程信息
192,142
192,142您將學到的內容有
Explain the basics of Object Oriented Python
Understand how data is stored across multiple tables in a database
Use the Create, Read, Update, and Delete operations to manage databases
Utilize the Google Maps API to visualize data
您將獲得的技能
Python ProgrammingDatabase (DBMS)SqliteSQL
教學大綱 - 您將從這門課程中學到什麼
週
1完成時間為 2 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.
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 310分鐘
Object Oriented Programming22分鐘
週
2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.
7 個視頻 （總計 77 分鐘）, 3 個測驗
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 SQL22分鐘
週
3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.
8 個視頻 （總計 81 分鐘）, 2 個測驗
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 SQL20分鐘
週
4完成時間為 2 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.
5 個視頻 （總計 62 分鐘）, 2 個測驗
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 Python18分鐘
4.8
1,880 個審閱32%
完成這些課程後已開始新的職業生涯
33%
通過此課程獲得實實在在的工作福利
13%
加薪或升職
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High quality course material
(143)Top rated instructor
(176)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....
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.
講師
Charles Severance
ProfessorSchool 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.
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