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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About this Course
4.9
30,097개의 평가
배울 내용
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
귀하가 습득할 기술
Python Syntax And SemanticsData StructureTuplePython Programming
강의 계획 - 이 강좌에서 배울 내용
주
1완료하는 데 3시간 필요
Chapter 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 videos (Total 57 min), 7 readings, 2 quizzes
7개의 동영상
6.1 - Strings15m
6.2 - Manipulating Strings17m
Worked Exercise: 6.58m
Bonus: Office Hours New York City2m
Bonus: Monash Museum of Computing History7m
Fun: The Textbook Authors Meet @PyCon3m
7개의 읽기 자료
Reading: Welcome to Python Data Structures10m
Help Us Learn More About You!10m
Textbook10m
Welcome to Python 310m
Submitting Assignments10m
Notice for Auditing Learners: Assignment Submission10m
Audio Versions of All Lectures10m
1개 연습문제
Chapter 6 Quiz20m
주
2완료하는 데 4시간 필요
Unit: 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 videos (Total 23 min), 2 readings, 2 quizzes
5개의 동영상
Windows 10: Installing Python and Writing A Program8m
Windows: Taking Screen Shots2m
Macintosh: Using Python and Writing A Program4m
Macintosh: Taking Screen Shots4m
2개의 읽기 자료
Important Reading: Using Python in this Class10m
Notes on Choice of Text Editor10m
주
3완료하는 데 3시간 필요
Chapter 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 videos (Total 46 min), 1 reading, 3 quizzes
5개의 동영상
7.2 - Processing Files11m
Demonstration: Worked Exercise 7.19m
Bonus: Office Hours Barcelona1m
Bonus: Gordon Bell - Building Blocks of Computing15m
1개의 읽기 자료
Where is the 7.2 worked exercise?10m
1개 연습문제
Chapter 7 Quiz20m
주
4완료하는 데 3시간 필요
Chapter 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 videos (Total 48 min), 3 quizzes
7개의 동영상
8.1 - Lists10m
8.2 - Manipulating Lists9m
8.3 - Lists and Strings7m
Fun: Python Lists in Paris37
Worked Exercise: Lists11m
Bonus: Office Hours - Chicago42
Bonus: Rasmus Lerdorf - Inventing the PHP Language7m
1개 연습문제
Chapter 8 Quiz20m
4.9
5,359개의 리뷰30%
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32%
이 강좌를 통해 확실한 경력상 이점 얻기
12%
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최상위 리뷰
하이라이트
Helpful assignments
(254)Excellent instructor
(503)I feel incredible that I knew almost nothing about programming just a month ago. Now I have done two of the courses of the specialization and I can actually understand other basic codes. Great course!
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
강사
Charles Severance
ProfessorSchool of Information
미시건 대학교 정보
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.
Python for Everybody 전문 분야 정보
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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