Learning path content
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Crash Course on Python
Skills you'll gain: Python Programming, Data Structures, Computer Programming, Computational Thinking, Scripting, Debugging, Development Environment, Integrated Development Environments
University of Michigan
Programming for Everybody (Getting Started with Python)
Skills you'll gain: Python Programming, Computer Programming, Software Installation, Development Environment, Computational Thinking, Programming Principles
University of Michigan
Python Data Structures
Skills you'll gain: Data Structures, Python Programming, File Management, Data Processing, Data Manipulation, Virtual Environment, Programming Principles, Development Environment
University of Michigan
Using Python to Access Web Data
Skills you'll gain: Python Programming, Web Scraping, JSON, Application Programming Interface (API), Extensible Markup Language (XML), Network Protocols, TCP/IP, Software Installation, Hypertext Markup Language (HTML), Web Services, Restful API, Development Environment, Data Access, Data Capture, Data Import/Export
University of Michigan
Using Databases with Python
Skills you'll gain: Database Design, SQL, Relational Databases, Database Management, Python Programming, Databases, Object Oriented Programming (OOP), Data Processing, Data Visualization Software, Application Programming Interface (API), Web Scraping, Data Store, Database Systems, Data Modeling
University of Michigan
Capstone: Retrieving, Processing, and Visualizing Data with Python
Skills you'll gain: Python Programming, Web Scraping, Data Visualization Software, Data Collection, Data Processing, Data Cleansing, Algorithms, Data Analysis, Exploratory Data Analysis, Database Management, Data Manipulation, Data Visualization