Python for Everybody Specialization

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Product is rated as #2 in category Data Science
Learner rating9.6
Content rating9.8
  • Course Platform: Coursera
  • Offered by: Michigan Univ.
  • Level: Beginner
  • Flexible schedule
  • Subtitles in 5 languages
  • 8months (3 hours/week)

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Python Course

About Python

What is Python?

We say, Python for everybody, as python is a popular programming language used forCoursera Python for everybody specialisation Image
web/software development, mathematics & system script writing. It can be used for creating workflows, connect to database systems, handle big data, and perform complex mathematics. The most recent major version of Python is Python 3. However, Python 2 is not being updated with anything other than security updates, is still quite popular. It is possible to write Python in an Integrated Development Environment, such as Jupyter notebook, Thonny, Pycharm, Netbeans, or Eclipse for managing larger collections of Python files.

Why Python?

  • Python works on different platforms (Windows, Mac, Linux, Raspberry Pi, etc).
  • Python has a simple syntax similar to the English language.
  • Python has a syntax that allows developers to write programs with fewer lines than some other programming languages.
  • Python runs on an interpreter system, meaning that code can be executed as soon as it is written. This means that prototyping can be very quick.
  • Python can be treated in a procedural way, an object-orientated way, or a functional way (Refer: For more on Python)

About this Specialization: Python course for Everybody

This Specialization builds on the success of the ‘Python for Everybody’ 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.

In this Python course or specialization, there are 5 units based on Python 3:

1. Python Programming for Everybody (Getting Started with Python) (Content ratings 98%)

  • This course aims to teach everyone the basics of Python programming.
  • The course has no pre-requisites and avoids all but the simplest mathematics.
  • Anyone with moderate computer experience should be able to master the materials in this course.
  • Will cover Chapters 1-5 of the textbook “Python for Everybody” using Python 3.

2. Python Data Structures (98%)

  • This python course will introduce the core data structures of the Python programming language.
  • 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” using Python 3.

3. Using Python to Access Web Data (98%)

  • This course will show how one can treat the Internet as a source of data.
  • We will scrape, parse, and read web data as well as access data using web APIs.
  • Will be working with HTML, XML, and JSON data formats in Python.
  • This course will cover Chapters 11-13 of the textbook “Python for Everybody” using Python 3.
    (Includes: variables and expressions, conditional execution (loops, branching, and try/except), functions, Python data structures (strings, lists, dictionaries, and tuples), and manipulating files).

4. Using Databases with Python (97%)

  • This python 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” using Python 3.

5. Capstone: Retrieving, Processing, and Visualizing Data with Python (98%)

  • Students will build a series of applications to retrieve, process, and visualize data using Python.
  • The projects will involve all the elements of the specialization.
    Part I: Students will do some visualizations to become familiar with the technologies in use
    Part II: Students will pursue their own projects to visualize some other data that they have or can find.
  • This python course will cover Chapters 15 and 16 from the book “Python for Everybody” using Python 3.

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FAQ

9.7Expert Score
Course content & learner experience
The score is based on the quality of the course content & user experience as rated by the learners
Learner rating
9.6
Content rating
9.8
PROS
  • Extremely useful to quickly and efficiently learn python basics.
  • Python data structure course concepts explained with lucid and engaging talks.
  • Meaningful learning experience on deeper understanding and doing the auto grader assignments.
  • Conceptual overviews are excellent in the 'Database with python course'.
  • Capstone course: Great to see how Python can be used for data visualization.
CONS
  • Assignments/examples intended for beginners only (need practical examples).
  • Python to access web data course is challenging.
  • The Capstone course lacks organized content.

Specification: Python for Everybody Specialization

Course Platform Coursera
Level Beginner
Class length <1 year
Program details Microdegree
Enrollment Free Trial (paid course & certificate)
Course Subjects Data Science, Data Science with 'Python'

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