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University of Michigan

Python Data Structures

University of Michigan via Coursera

Overview

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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.

Syllabus

  • 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.
  • 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.
  • 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.
  • 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".
  • Chapter Nine: Dictionaries
    • The Python dictionary is one of its most powerful data structures. Instead of representing values in a linear list, dictionaries store data as key / value pairs. Using key / value pairs gives us a simple in-memory "database" in a single Python variable.
  • Chapter Ten: Tuples
    • Tuples are our third and final basic Python data structure. Tuples are a simple version of lists. We often use tuples in conjunction with dictionaries to accomplish multi-step tasks like sorting or looping through all of the data in a dictionary.
  • Graduation
    • To celebrate your making it to the halfway point in our Python for Everybody Specialization, we welcome you to attend our online graduation ceremony. It is not very long, and it features a Commencement speaker and very short commencement speech.

Taught by

Charles Severance

Reviews

4.9 rating, based on 18,273 Class Central reviews

4.9 rating at Coursera based on 97239 ratings

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  • Learning Python on Coursera really helped me understand the basics without feeling rushed. I appreciate being able to learn at my own pace, revisits lessons when needed, and build confidence step by step. A great starting point for beginners.
  • Anonymous
    So, nobody likes to read negative reviews on things that have a generally "high opinion" of. Certainly I am not the most educated either and as such I do take that in to consideration while writing this (I have no formal degrees). But I did want to…
  • Anonymous
    Let's be realistic with yourself in finding and completing a MOOC. There are probably less than 10 courses on this subject that are worth taking because it has all the material you are looking to use in your job. However, there are fewer still that…
  • Brandt Pence
    284
    This is the second course in the Python for Everybody specialization, and corresponds to the second half of the previous course of the same name. As with the first course (Getting Started with Python), I found Dr. Chuck's thorough approach to the m…
  • Anonymous
    Let me start off by saying I'm grading Dr. Chuck on a pedagogical level, not on him as a person. As a person on camera, he's charming, speaks a great pace that isn't too fast, and repeats himself often to try to drive the points home. He makes great…
  • Anonymous
    So, nobody likes to read negative reviews on things that have a generally "high opinion" of. Certainly I am not the most educated either and as such I do take that in to consideration while writing this (I have no formal degrees). But I did want to…
  • Anonymous
    Dr. Chuck is great and I really wanted to give this course four stars but I felt that with the content's importance (lists, dictionaries, tuples, et al) as part of the fundamental foundations of programming going forward (along with algorithms via t…
  • This is the second course I took with Dr. Chuck. The best word to describe both the course and the instructor is "fantastic".
    As a begginer in this programming world I can say this course have tauhgt me not only thecnical aspects about python data structures and programming logic but also has encouraged me to keep learning.
    Im very happy with my progress throught the course.
    The only suggestion I would make is to have more hands-on and practice exercices, that would be really great to master the skills you learn.
  • Definitely the difficulty increased a little bit from the first part of this course. But it was lots of fun going through it. On my review of the first part, I mentioned about the importance of reading through the chapters, watching the summary vid…
  • Gregory Cooper
    5
    This was a fantastic class. The only programming course I have ever taken was a C++ course in high school nearly 30 years ago -- needless to say, I remember none of it. Then, in 2 decades as an educator teaching high school government, law, and h…
  • I recently completed the Python Data Structures course offered by the University of Michigan via Coursera, taught by Dr. Chuck. I must say that it was an exceptional learning experience that exceeded my expectations in many ways. 1. Dr. Chuck's tea…
  • Profile image for Raymond Jolly
    Raymond Jolly
    58
    The approach that Dr Chuck takes to teaching Python has been the best experience when trying to learn a computer language. Everything he uses are building blocks to other very relevant areas. His book and lectures are very relevant. I have been a…
  • Simple but effective.

    Dr Chuck makes it fun but doesn't miss out on the basics - good, simple examples.

    For beginners.
  • Definitely the difficulty increased a little bit from the first part of this course. But it was lots of fun going through it. On my review of the first part, I mentioned about the importance of reading through the chapters, watching the summary vid…
  • Really enjoyed this class with Dr. Chuck. He made learning Python fun and interesting. I will not say it was easy because I had no programming skills at all prior to taking any of the Python courses. I now have some general knowledge that I can use…
  • Anonymous
    The presentations are very helpful and the course material is broken up into manageable portions. The instructor is clear and concise, with good clarity of speech. The supplemental free text is excellent and really should be utilized more than the c…
  • I just did not learn a python lesson I got a life lesson. Thank you so much for it.
  • Anonymous
    Anonymous completed this course. So, nobody likes to read negative reviews on things that have a generally "high opinion" of. Certainly I am not the most educated either and as such I do take that in to consideration while writing this (I have no f…
  • Thanks a lot for this enriching course it's been a great learning experience. The course is really made for anyone from any background just like the name implies. The explanation is very simplified yet adequate and very appealing cause of Dr. Chuck's tutoring style and the well presented presentations and content. I certainly recommend this MOOC for anyone looking to get into programming as there's a lot to learn and implement and all that's required is to know the basics of python programming which can be easily learned in the first course in the specialization.
  • Profile image for Johnny Lam
    Johnny Lam
    10
    This course is so fantastic that I am a beginner with no prior programming and Python knowledge who can follow easily and learn things effectively. This course lays a very good foundation to Python basics. Dr Chunk, the instructor has a very good an…

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