Courses from the University of Michigan can help you learn data analysis, machine learning, statistical modeling, and programming in Python. You can build skills in data visualization, predictive analytics, and interpreting complex datasets. Many courses introduce tools like R, Tableau, and TensorFlow, that support implementing AI solutions and conducting thorough analyses in various contexts.

University of Michigan
Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Legal Risk, Operational Risk, Regulatory Compliance, Data Security, Personally Identifiable Information, Law, Regulation, and Compliance, Artificial Intelligence, Risk Management, Risk Analysis, Emerging Technologies
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Constructive Feedback, Cooperation, Independent Thinking, Empathy, Rapport Building, Teamwork, Collaboration, Relationship Building, Diversity and Inclusion, Emotional Intelligence, Cognitive flexibility, Communication
Beginner · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Statistical Analysis, Jupyter, Data Structures, Data Cleansing, Pivot Tables And Charts, Data Science, Data Analysis, Data Transformation, Exploratory Data Analysis, Python Programming, Probability & Statistics, Data Import/Export, Programming Principles
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Institutional Review Board (IRB), Clinical Trials, Clinical Research, Clinical Research Ethics, Healthcare Ethics, Good Clinical Practices (GCP), Medical Science and Research, Drug Development, Research, Health Policy, Pharmaceuticals, Patient Safety
Beginner · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: SQL, Database Management, MySQL, Relational Databases, Databases, Database Design, Web Scraping, Data Processing, Object Oriented Programming (OOP), Data Modeling, Data Storage, Python Programming, Web Development, Data Collection
Mixed · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Statistical Modeling, Regression Analysis, Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Hypothesis Testing, R Programming, Predictive Modeling
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Generative AI Agents, Generative AI, Responsible AI, Journalism, Emerging Technologies, Education and Training, Job Analysis, Marketing, Economics, Analysis, Critical Thinking
Beginner · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Statistical Inference, Predictive Analytics, R Programming, Probability & Statistics, Classification And Regression Tree (CART), Statistical Modeling, Statistical Methods, Biostatistics, Regression Analysis, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Data Analysis, Risk Analysis, Descriptive Statistics
Intermediate · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Test Planning, Embedded Systems, Linux, Internet Of Things, Embedded Software, Basic Electrical Systems, Automation Engineering, Electronics, Functional Requirement, Operating System Administration, Electronic Components, Systems Design, Operating Systems, Network Protocols, Control Systems, Debugging, Electronic Hardware, Application Programming Interface (API), TCP/IP, Python Programming
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: International Relations, Diplomacy, Cultural Responsiveness, World History, Social Studies, Economics, Policy, and Social Studies, Political Sciences, Policy Analysis, Advocacy, Media and Communications
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Policy Development, Labor Relations, Workforce Management, Human Resources, Generative AI, Artificial Intelligence, Workforce Planning, Business Ethics, Emerging Technologies, Customer Relationship Management
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Sampling (Statistics), Sample Size Determination, Data Collection, Surveys, Statistical Methods, Quantitative Research, Probability & Statistics, Research Design, Statistical Software
Beginner · Course · 1 - 3 Months