Madecraft

Python Programming Fundamentals Specialization

Madecraft

Python Programming Fundamentals Specialization

Automate Real Tasks with Python.

Learn Python from scratch, choose your IDE, and automate work with APIs and scraping.

Madecraft

Instructor: Madecraft

Access provided by UC Davis

Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Write Python functions, data structures, and classes to solve real programming problems from scratch.

  • Compare Jupyter Notebook and PyCharm to choose the right development environment for any project.

  • Automate file handling, web scraping, browser interactions, and API workflows using Python scripts.

Details to know

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Taught in English
Recently updated!

August 2026

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Specialization - 3 course series

Python Quick Start

Python Quick Start

Course 1, 6 hours

What you'll learn

  • Write custom Python functions, control program logic with conditionals and loops, and organize data using lists and tuples.

  • Build classes and objects using inheritance to model real-world systems in working Python code.

Skills you'll gain

Category: Python Programming
Category: Development Environment
Category: Data Structures
Category: Jupyter
Category: Algorithms
Category: Object Oriented Programming (OOP)
Category: Computer Programming
Category: IT Automation
Category: Code Reusability
Category: Computational Thinking
Category: Programming Principles
Category: Data Analysis
Python Tools: Jupyter vs. PyCharm

Python Tools: Jupyter vs. PyCharm

Course 2, 3 hours

What you'll learn

  • Select and justify the right Python development environment, Jupyter Notebook or PyCharm, for any project.

  • Apply the appropriate debugging, version control, and profiling workflow for whichever tool you choose.

Skills you'll gain

Category: Git (Version Control System)
Category: Jupyter
Category: Version Control
Category: Debugging
Category: Integrated Development Environments
Category: Machine Learning Software
Category: Computer Programming Tools
Category: Software Development Tools
Category: Program Development
Category: Python Programming
Category: Development Environment
Category: Applied Machine Learning
Category: Interactive Data Visualization
Category: Performance Testing
Category: Exploratory Data Analysis
Python for Automation

Python for Automation

Course 3, 6 hours

What you'll learn

  • Automate file handling, data parsing, and validation tasks using practical Python scripts.

  • Extract data from websites and APIs, and control a browser automatically with Python.

Skills you'll gain

Category: JSON
Category: File I/O
Category: Application Programming Interface (API)
Category: Web Scraping
Category: Hypertext Markup Language (HTML)
Category: Automation
Category: Selenium (Software)
Category: Data Validation
Category: Authentications
Category: File Management
Category: Web Development Tools
Category: Scripting
Category: Extensible Markup Language (XML)
Category: Data Management
Category: Python Programming
Category: Unstructured Data
Category: HTML and CSS
Category: File Systems

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Instructor

Madecraft
Madecraft
118 Courses11,033 learners

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Madecraft

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