This course will introduce the core data structures of the Python programming language. We will move past the basics of procedural programming and explore how we can use the Python built-in data structures such as lists, dictionaries, and tuples to perform increasingly complex data analysis. This course will cover Chapters 6-10 of the textbook “Python for Everybody”. This course covers Python 3.
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課程信息
4.9
25,836 個評分
您將學到的內容有
Accomplish multi-step tasks like sorting or looping using tuples
Create programs that are able to read and write data from files
Explain the principles of data structures & how they are used
Store data as key/value pairs using Python dictionaires
您將獲得的技能
Python Syntax And SemanticsData StructureTuplePython Programming
教學大綱 - 您將從這門課程中學到什麼
週
1Chapter Six: Strings
In this class, we pick up where we left off in the previous class, starting in Chapter 6 of the textbook and covering Strings and moving into data structures. The second week of this class is dedicated to getting Python installed if you want to actually run the applications on your desktop or laptop. If you choose not to install Python, you can just skip to the third week and get a head start.
7 個視頻 （總計 57 分鐘）, 7 個閱讀材料, 2 個測驗
7 個視頻
6.1 - Strings15分鐘
6.2 - Manipulating Strings17分鐘
Worked Exercise: 6.58分鐘
Bonus: Office Hours New York City2分鐘
Bonus: Monash Museum of Computing History7分鐘
Fun: The Textbook Authors Meet @PyCon3分鐘
7 個閱讀材料
Reading: Welcome to Python Data Structures10分鐘
Help Us Learn More About You!10分鐘
Textbook10分鐘
Welcome to Python 310分鐘
Submitting Assignments10分鐘
Notice for Auditing Learners: Assignment Submission10分鐘
Audio Versions of All Lectures10分鐘
1 個練習
Chapter 6 Quiz20分鐘
週
2Unit: Installing and Using Python
In this module you will set things up so you can write Python programs. We do not require installation of Python for this class. You can write and test Python programs in the browser using the "Python Code Playground" in this lesson. Please read the "Using Python in this Class" material for details.
5 個視頻 （總計 23 分鐘）, 2 個閱讀材料, 2 個測驗
5 個視頻
Windows 10: Installing Python and Writing A Program8分鐘
Windows: Taking Screen Shots2分鐘
Macintosh: Using Python and Writing A Program4分鐘
Macintosh: Taking Screen Shots4分鐘
2 個閱讀材料
Important Reading: Using Python in this Class10分鐘
Notes on Choice of Text Editor10分鐘
週
3Chapter Seven: Files
Up to now, we have been working with data that is read from the user or data in constants. But real programs process much larger amounts of data by reading and writing files on the secondary storage on your computer. In this chapter we start to write our first programs that read, scan, and process real data.
5 個視頻 （總計 46 分鐘）, 1 個閱讀材料, 3 個測驗
5 個視頻
7.1 - Files8分鐘
7.2 - Processing Files11分鐘
Demonstration: Worked Exercise 7.19分鐘
Bonus: Office Hours Barcelona1分鐘
Bonus: Gordon Bell - Building Blocks of Computing15分鐘
1 個閱讀材料
Where is the 7.2 worked exercise?10分鐘
1 個練習
Chapter 7 Quiz20分鐘
週
4Chapter Eight: Lists
As we want to solve more complex problems in Python, we need more powerful variables. Up to now we have been using simple variables to store numbers or strings where we have a single value in a variable. Starting with lists we will store many values in a single variable using an indexing scheme to store, organize, and retrieve different values from within a single variable. We call these multi-valued variables "collections" or "data structures".
7 個視頻 （總計 48 分鐘）, 3 個測驗
7 個視頻
8.1 - Lists10分鐘
8.2 - Manipulating Lists9分鐘
8.3 - Lists and Strings7分鐘
Fun: Python Lists in Paris分鐘
Worked Exercise: Lists11分鐘
Bonus: Office Hours - Chicago分鐘
Bonus: Rasmus Lerdorf - Inventing the PHP Language7分鐘
1 個練習
Chapter 8 Quiz20分鐘
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Helpful assignments
(254)Excellent instructor
(503)創建者 PM•Oct 8th 2017
assignment 9.4 auto grader not working .\n\nLTI unable to launch.\n\nerror message: This tool should be launched from a learning system using LTI.\n\ni am using chrome on mac book air 2 and python 3.6
創建者 PP•Apr 3rd 2017
Careful and deliberate coverage of Python's data structures. Use of the accompanying book provides additional detail beyond the lectures as well as further practice in the use of the data structures.
講師
Charles Severance
Associate ProfessorSchool of Information
關於 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.
關於 Python for Everybody 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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