Free U-M Access
Course
Python Fundamentals for Designers
Learn to code visually with Python through dynamic shapes and data structures using the Processing platform.
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Showing 1–25 of 56 items
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5 weeks
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Free U-M Access Course4 weeksIntroduction to Data Science in Python
Learn Python basics and explore data manipulation using Pandas to clean, analyze, and visualize tabular data.
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Free U-M Access Course5 weeksCreative Coding for Designers Using Python
Use Python to create generative art and dynamic visual designs with project-based coding in Processing.
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Free U-M Access Course5 weeksPython Functions, Files, and Dictionaries
Master user-defined functions, dictionaries, and file handling to perform text analysis and compute sentiment from social media data.
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Free U-M Access Course5 weeksPython Project: Software Engineering and Image Manipulation
Create a portfolio-ready software engineering project using Python libraries for image recognition and manipulation.
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Free U-M Access Course4 weeksInferential Statistical Analysis with Python
Build confidence in inferential statistics using Python to estimate population values and test hypotheses with real-world data.
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Free U-M Access Course1 weekLlama for Python Programmers
Learn how to integrate Meta’s Llama 2 into Python workflows using prompting, quantization, and open-source LLMs for generative AI.
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Free U-M Access Course4 weeksPython Basics
Begin coding with Python 3 by learning control structures, data types, and visual programming with Turtle graphics.
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Free U-M Access Course4 weeksBig Ideas in Programming: Expressing Yourself with Python
Master Python fundamentals and creative coding skills to automate tasks, tell stories, and build expressive digital projects.
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Free U-M Access Course4 weeksUnderstanding and Visualizing Data with Python
Learn statistical fundamentals, including study design, data visualization, and inference, while using Python tools like Pandas and Matplotlib to analyze data.
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Free U-M Access Course5 weeksUsing Databases with Python
Use SQL and Python to gather, store, and visualize data, including building web crawlers and working with databases.
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Free U-M Access Course3 weeksData Collection and Processing with Python
Retrieve and process complex web data using Python APIs, list comprehensions, and build a real-world tag recommendation system.
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Free U-M Access Course5 weeksData Structures for Designers Using Python
Use Python data structures and object-oriented design to enhance creative projects and develop computational thinking for visual design.
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Free U-M Access Course4 weeksApplied Text Mining in Python
Master text cleaning, classification, and topic modeling using Python and NLP to extract meaning from large text datasets.
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Free U-M Access Course3 weeksNetwork Modeling and Analysis in Python
Use Python and NetworkX to analyze complex systems like epidemics and social media using network theory and diffusion models.
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Free U-M Access Course4 weeksData Mining in Python
Learn to extract patterns from real-world datasets using data mining principles and Python for business and social insights.
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Free U-M Access Course7 weeksProgramming for Everybody (Getting Started with Python)
Learn Python from scratch and build your first programs using simple instructions—no math or coding experience required.
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Free U-M Access Course4 weeksApplied Social Network Analysis in Python
Explore networks and connections using Python’s NetworkX library to measure centrality, evolution, and structure in social systems.
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Free U-M Access Course4 weeksApplied Unsupervised Learning in Python
Discover how to use unsupervised learning techniques to find patterns in data, including clustering, topic modeling, and dimensionality reduction.
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Free U-M Access Course7 weeksCapstone: Retrieving, Processing, and Visualizing Data with Python
Apply your Python skills in a final project to retrieve, process, and visualize data using real-world datasets.
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Free U-M Access Course5 weeksDesign Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript
Learn Python and Rhino scripting to create computational design workflows and generate geometric forms through coding and procedural design.
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Free U-M Access Course4 weeksPython Classes and Inheritance
Learn to design and use Python classes, inheritance, and automated testing to build structured and reusable code.
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Free U-M Access Course4 weeksFitting Statistical Models to Data with Python
Learn to fit statistical models using Python and apply regression, Bayesian, and mixed-effects methods to real data.
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Free U-M Access Course4 weeksApplied Plotting, Charting & Data Representation in Python
Learn to create meaningful data visualizations in Python using matplotlib and design principles for clarity and insight.
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Free U-M Access Course7 weeksPython Data Structures
Use built-in Python data structures to perform increasingly complex data analysis and elevate your programming skills.
