University of Michigan
Python for Everybody Specialization
University of Michigan

Python for Everybody Specialization

Learn to Program and Analyze Data with Python. Develop programs to gather, clean, analyze, and visualize data.

Sponsored by IEM UEM Group

1,731,637 already enrolled

Get in-depth knowledge of a subject
4.8

(214,206 reviews)

Beginner level
No prior experience required
2 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.8

(214,206 reviews)

Beginner level
No prior experience required
2 months
at 10 hours a week
Flexible schedule
Learn at your own pace

Details to know

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Taught in English

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Specialization - 5 course series

Programming for Everybody (Getting Started with Python)

Course 118 hours4.8 (230,083 ratings)

What you'll learn

  • Install Python and write your first program

  • Describe the basics of the Python programming language

  • Use variables to store, retrieve and calculate information

  • Utilize core programming tools such as functions and loops

Skills you'll gain

Category: Computer Programming
Category: Computer Science
Category: Python Programming
Category: Programming Principles
Category: Software Engineering

Python Data Structures

Course 218 hours4.9 (96,195 ratings)

What you'll learn

  • Explain the principles of data structures & how they are used

  • Create programs that are able to read and write data from files

  • Store data as key/value pairs using Python dictionaries

  • Accomplish multi-step tasks like sorting or looping using tuples

Skills you'll gain

Category: Computer Programming
Category: Computer Science
Category: Python Programming
Category: Scripting
Category: Scripting Languages
Category: Data Structures
Category: Algorithms
Category: Package and Software Management
Category: Linux Administration
Category: Software Installation
Category: Data Manipulation
Category: Data Analysis
Category: Data Science
Category: Software Configuration Management
Category: Systems Administration

Using Python to Access Web Data

Course 318 hours4.8 (44,220 ratings)

What you'll learn

  • Use regular expressions to extract data from strings

  • Understand the protocols web browsers use to retrieve documents and web apps

  • Retrieve data from websites and APIs using Python

  • Work with XML (eXtensible Markup Language) data

Skills you'll gain

Category: YAML
Category: JSON
Category: Computer Science
Category: Computer Programming
Category: Systems Integration
Category: Python Programming
Category: Extensible Markup Language (XML)
Category: Service Oriented Architecture
Category: Extensible Languages and XML
Category: Web Services
Category: Application Programming Interface (API)
Category: Software Development
Category: Software Systems
Category: Web Scraping
Category: Restful API
Category: Information Systems
Category: Software Architecture
Category: Systems Engineering
Category: Software Design
Category: API Design

Using Databases with Python

Course 413 hours4.8 (21,340 ratings)

What you'll learn

  • Use the Create, Read, Update, and Delete operations to manage databases

  • Explain the basics of Object Oriented Python

  • Understand how data is stored across multiple tables in a database

  • Utilize the Google Maps API to visualize data

Skills you'll gain

Category: Database Development
Category: Relational Databases
Category: Database Systems
Category: Database Management Systems
Category: Object Oriented Programming (OOP)
Category: SQL
Category: Database Management
Category: Query Languages
Category: Database Theory
Category: Object Oriented Design
Category: Databases
Category: Computer Programming
Category: Data Architecture
Category: Data Management
Category: Python Programming
Category: Database Architecture and Administration
Category: Data Modeling
Category: Database Design
Category: Software Design
Category: Computer Science

What you'll learn

  • Make use of unicode characters and strings

  • Understand the basics of building a search engine

  • Select and process the data of your choice

  • Create email data visualizations

Skills you'll gain

Category: Computer Programming
Category: Python Programming
Category: Data Visualization
Category: Data Science
Category: Data Analysis
Category: Computer Science
Category: Data Transformation
Category: Statistics
Category: Analytics
Category: Data Engineering
Category: Statistical Analysis
Category: Extract, Transform, Load
Category: Data Processing
Category: Data Mapping
Category: Data Wrangling
Category: Data Integration
Category: Statistical Methods
Category: Web Scraping
Category: Information Management
Category: Exploratory Data Analysis

Instructor

Charles Russell Severance
University of Michigan
60 Courses4,425,055 learners

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