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.
Johns Hopkins University
Skills you'll gain: Shiny (R Package), Rmarkdown, Exploratory Data Analysis, Model Evaluation, R (Software), Regression Analysis, Leaflet (Software), Version Control, Statistical Analysis, R Programming, Data Manipulation, Data Cleansing, Data Science, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Data Wrangling, Data Visualization, Machine Learning, GitHub
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Color Theory, Color Matching, Performing Arts, Storytelling, Workplace inclusivity, Diversity Awareness, Aesthetics, Cultural Sensitivity, Creativity, Adaptability
Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Independent Thinking, AI literacy, Generative AI, Responsible AI, AI powered creativity, Decision Making, AI Personalization
Beginner · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Web Scraping, Restful API, Network Protocols, JSON, Extensible Markup Language (XML), Web Services, Data Access, TCP/IP, Application Programming Interface (API), Hypertext Markup Language (HTML), Python Programming, Software Installation
Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Animations, Interactive Data Visualization, Software Design, Program Development, Data Structures, Interactive Design, Programming Principles, Visualization (Computer Graphics), Graphic and Visual Design, Python Programming, Event-Driven Programming, Digital Design, Simulations, Computer Graphics, Design, Game Design, Computational Logic, Creative Design
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Hazard Analysis, Environment Health And Safety, Health Assessment, Health And Safety Standards, Chemistry, Risk Analysis, Sustainable Engineering, Analytical Chemistry, Personal Care, Product Lifecycle Management, Environmental Regulations, Environmental Science, Child Health
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: AI powered creativity, AI literacy, Legal Technology, Creativity, Oral Expression, Writing and Editing, Presentations, AI Integrations, Editing, Writing, Communication, Artificial Intelligence, Responsible AI, Generative AI, Content Creation, Critical Thinking
Beginner · Course · 1 - 4 Weeks
Vanderbilt University
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, ChatGPT, Agentic Workflows, Prompt Patterns, Generative AI Agents, AI Enablement, AI Product Strategy, AI Workflows, Generative AI, Prompt Engineering Tools, Multimodal Prompts, OpenAI, Agentic systems, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Thought Leadership, Strategic Decision-Making, Responsible AI, Business Strategy
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Adaptability, Cognitive flexibility, Open Mindset, Organizational Leadership, AI literacy, Organizational Change, Strategic Leadership, Leadership Development, Leadership, Business Transformation, Resourcefulness, Case Studies, Innovation, Change Management
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Data Visualization, Exploratory Data Analysis, Plot (Graphics), Data Presentation, Ggplot2, R (Software), Statistical Visualization, R Programming, Data Visualization Software, Data Analysis, Scatter Plots, Statistical Analysis, Histogram, Tidyverse (R Package), Public Administration, Statistical Programming, Trend Analysis
Intermediate · Course · 1 - 4 Weeks
Michigan State University
Skills you'll gain: Interviewing Skills, Journalism, Media and Communications, Multimedia, Driving engagement, Electronic Media, Report Writing, Research Reports, Investigation, Research, Storytelling, Peer Review, Content Creation, Intelligence Collection and Analysis, Community Outreach, Ethical Standards And Conduct, International Relations, Data Collection, Rapport Building, Writing
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Pre-Clinical Development, Clinical Research, Drug Development, Clinical Trials, Medical Science and Research, Biomedical Technology, Pharmaceuticals, Laboratory Research, Science and Research, General Science and Research, Health Policy, Research, Biology, Biochemistry, Scientific Methods, Research Methodologies
Beginner · Course · 1 - 4 Weeks