Data Science

Whether you’re new or experienced in data science, join U-M experts to learn Python, visualization, and more.

Courses

Find a course to explore a topic, gain new skills, or advance your knowledge.

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Series

Growing your skills in data science means starting from the basics of a language and building up to applied projects. These online courses are offered as part of a series, allowing you to progress in data science and earn a credential to highlight your new skills.

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Degrees

The data science skills you want with the flexibility you need. Learn more about the fully online Masters in Applied Data Science.

Master of Applied Data Science

1–2 years

Degree

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Teach-Outs

Teach-Outs are short and free online events that bring together people from around the world to learn about and address important topics in society. See archived content or join the current Teach-Out to hear from diverse experts, discuss and connect with other participants, and consider actions you can take in your own community.

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Coming Soon!

The following learning experiences will be available soon.

Artificial Intelligence Short Courses

course

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Data Science

Courses

Generative AI: Governance, Policy, and Emerging Regulation

Data Augmented Technology Assisted Medical Decision Making

How Science Turns Data Into Knowledge

Python Data Structures

Python Debugging: A Systematic Approach

Design Strategies for Maximizing Total Data Quality

Applied Information Extraction in Python

Inferential Statistical Analysis with Python

Python Classes and Inheritance

NumPy and Pandas Basics for Future Data Scientists

Understanding and Visualizing Data with Python

Applied Text Mining in Python

Debugging: Hunting and Squashing Bugs

How to Describe Data

The Power of Object-Oriented Programming

Answering Interesting Questions with Data

Applied Social Network Analysis in Python

Python Basics

Wearable Technologies and Sports Analytics

Data Science Ethics

Leveraging Generative AI for Social Impact Organizations

Exploratory Data Analysis for the Public Sector with ggplot

GIS: Geographic Information Systems for Sustainability

Llama for Python Programmers

Network Modeling and Analysis in Python

The Total Data Quality Framework

Applied Plotting, Charting & Data Representation in Python

Generative AI: Labor and the Future of Work

Generative AI: Impact on Business and Society

Data Mining in Python

Introduction to Data Science in Python

AI-Powered Data Analysis: A Practical Introduction

Fundamentals of Data Analytics in the Public Sector with R

Assisting Public Sector Decision Makers With Policy Analysis

Measuring Total Data Quality

Python Functions, Files, and Dictionaries

Foundations of Sports Analytics: Data, Representation, and Models in Sports

Applied Unsupervised Learning in Python

Logistic Regression and Prediction for Health Data

Capstone: Retrieving, Processing, and Visualizing Data with Python

Big Ideas in Programming: Expressing Yourself with Python

Building Objects in C

Moneyball and Beyond

Applied Machine Learning in Python

Data Structures in C

Decoding AI: A Deep Dive into AI Models and Predictions

Introduction to Machine Learning in Sports Analytics

Generative AI: Fundamentals, Applications, and Challenges

Prediction Models with Sports Data

Python Debugging Capstone Project: Fixing and Extending Code

Politics and Ethics of Data Analytics in the Public Sector

Using Databases with Python

Statistics with Python Using NumPy, Pandas, and SciPy

Arranging and Visualizing Data in R

Programming in C

Data Collection and Processing with Python

Exploring C

Python Project: Software Engineering and Image Manipulation

Generative AI Essentials: Overview and Impact

Fitting Statistical Models to Data with Python

Linear Regression Modeling for Health Data

Series

Applied Data Science with Python

C Programming for Everybody

Data-Oriented Python Programming and Debugging

Green Skills for a Sustainable and Just Future

More Applied Data Science with Python

Responsible Generative AI

Understanding Data: Navigating Statistics, Science, and AI

Creative Coding: Hands-On Python

Data Analytics in the Public Sector with R

Data Science for Health Research

Python 3 Programming

Python for Everybody

Sports Performance Analytics

Statistics with Python

Total Data Quality

Degrees