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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Data Science

Courses

Generative AI: Impact on Business and Society

Using Databases with Python

Database Architecture and NoSQL at Scale with Deno

Introduction to Data Science in Python

Generative AI: Labor and the Future of Work

Generative AI: Fundamentals, Applications, and Challenges

Capstone: Retrieving, Processing, and Visualizing Data with Python

Linear Regression Modeling for Health Data

Generative AI Essentials: Overview and Impact

Fitting Statistical Models to Data with Python

Wearable Technologies and Sports Analytics

Assisting Public Sector Decision Makers With Policy Analysis

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

JSON and Natural Language Processing in PostgreSQL

Arranging and Visualizing Data in R

How Science Turns Data Into Knowledge

Applied Plotting, Charting & Data Representation in Python

Python Data Structures

Applied Information Extraction in Python

Leveraging GenAI to Develop Critical Thinking Skills

Applied Machine Learning in Python

Python Debugging Capstone Project: Fixing and Extending Code

Introduction to Machine Learning in Sports Analytics

Exploratory Data Analysis for the Public Sector with ggplot

Measuring Total Data Quality

GIS: Geographic Information Systems for Sustainability

The Power of Object-Oriented Programming

Statistics with Python Using NumPy, Pandas, and SciPy

Logistic Regression and Prediction for Health Data

AI-Powered Data Analysis: A Practical Introduction

The Total Data Quality Framework

Python Debugging: A Systematic Approach

Politics and Ethics of Data Analytics in the Public Sector

AI for Energy and Biomedical Applications

Prediction Models with Sports Data

Fundamentals of Data Analytics in the Public Sector with R

Database Design and Basic SQL in PostgreSQL

How to Describe Data

Inferential Statistical Analysis with Python

Design Strategies for Maximizing Total Data Quality

AI for Design and Optimization

Data Augmented Technology Assisted Medical Decision Making

Decoding AI: A Deep Dive into AI Models and Predictions

Generative AI: Governance, Policy, and Emerging Regulation

Big Ideas in Programming: Expressing Yourself with Python

Understanding and Visualizing Data with Python

Moneyball and Beyond

Applied Text Mining in Python

AI for Autonomous Vehicles and Robotics

Network Modeling and Analysis in Python

Data Mining in Python

Data Science Ethics

Applied Social Network Analysis in Python

NumPy and Pandas Basics for Future Data Scientists

Applied Unsupervised Learning in Python

Series

AI for Mechanical Engineers

Applied Data Science with Python

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

PostgreSQL for Everybody

Python for Everybody

Sports Performance Analytics

Statistics with Python

Total Data Quality

Degrees

Master of Applied Data Science

Teach-Outs

Generative AI Teach-Out

ChatGPT Teach-Out