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 Pennsylvania
Skills you'll gain: Customer Analysis, Branding, Marketing Strategies, Marketing, Strategic Marketing, Brand Marketing, Go To Market Strategy, Marketing Planning, Brand Strategy, Marketing Strategy and Techniques, Brand Management, Product Marketing, Marketing Effectiveness, Customer Insights, Brand Loyalty, Target Market, Marketing Communications, Marketing Analytics, Target Audience, Promotional Strategies
Mixed · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Generative Model Architectures, Database Design, Data Pipelines, Query Languages, Extract, Transform, Load, Responsible AI, AI literacy, Data Warehousing, Data Ethics, Data Infrastructure, Data Architecture, Data Mining, Artificial Intelligence and Machine Learning (AI/ML), Augmented and Virtual Reality (AR/VR), Model Evaluation, Machine Learning
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Product Strategy, ChatGPT, Generative AI, Commercialization, Product Management, AI Enablement, Google Gemini, Product Lifecycle Management, Stakeholder Communications, Technical Product Management, LLM Application, Prompt Engineering Tools, AI literacy, Customer experience improvement, Team Building, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Creativity
Intermediate · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Mindfulness, Meditation & Breathwork, Stress Management, Habit Formation, Respiration, Self-Awareness, Pain Management, Coordination, Activities of Daily Living (ADLs), Human Musculoskeletal System, Anatomy, Neurology
Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Cyber Threat Intelligence, Security Information and Event Management (SIEM), AI Security, Threat Modeling, AI literacy, Threat Detection, Cybersecurity, Incident Response, Malware Protection, Exploitation techniques, Artificial Intelligence and Machine Learning (AI/ML), Anomaly Detection, Augmented and Virtual Reality (AR/VR), Vulnerability Management, Model Evaluation, Incident Management
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Data Ethics, Generative AI Agents, AI Personalization, Mobile Development, Software Design Documents, Software Design, Generative Model Architectures, Anthropic Claude, Mobile Development Tools, LLM Application, AI literacy, iOS Development, AI Integrations, Personalized Campaigns, Software Development, Artificial Intelligence and Machine Learning (AI/ML)
Advanced · Specialization · 3 - 6 Months
Skills you'll gain: Interactive Data Visualization, Statistics, Descriptive Statistics, Logistic Regression, Decision Tree Learning, Advanced Analytics, Probability & Statistics, Probability Distribution, Statistical Inference, Applied Machine Learning, Data-Driven Decision-Making, Supervised Learning, Workflow Management, Statistical Methods, Statistical Modeling, Data Cleansing, Data Structures, Interviewing Skills, NumPy, Professional Development
Build toward a degree
Advanced · Professional Certificate · 3 - 6 Months

Skills you'll gain: Prompt Engineering, AI Product Strategy, Prompt Patterns, ChatGPT, Responsible AI, Generative AI, Risking, Google Gemini, Product Management, AI literacy, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Product Development, Augmented and Virtual Reality (AR/VR), Model Evaluation, Machine Learning, Data Synthesis
Intermediate · Specialization · 1 - 3 Months

University of Minnesota
Skills you'll gain: Performance Management, Performance Appraisal, Performance Review, Compensation Management, Compensation Strategy, Compensation and Benefits, Constructive Feedback, Human Resource Strategy, Human Resources, Talent Recruitment, Workforce Planning, Employee Performance Management, Recruitment Strategies, Human Resources Management and Planning, Employee Onboarding, Recruitment, Talent Acquisition, Management Training And Development, Human Resource Policies, Performance Measurement
Beginner · Specialization · 3 - 6 Months
University of Michigan
Skills you'll gain: File I/O, Data Structures, Programming Principles, Data Manipulation, Software Installation, Python Programming, Data Processing, Development Environment
Mixed · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Business Analysis, Data-Driven Decision-Making, Data Analysis, AI Enablement, AI Integrations, Business Analytics, AI literacy, Data Storytelling, Artificial Intelligence, Business Process Automation, Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Augmented and Virtual Reality (AR/VR), Model Evaluation, Machine Learning
Beginner · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Prompt Engineering, Large Language Modeling, Responsible AI, AI Security, Generative AI, LLM Application, Policy Development, AI Enablement, Data Ethics, AI literacy, Human Resource Policies, Regulatory Compliance, Labor Relations, Automation, Data Security, Law, Regulation, and Compliance, Workforce Management, AI Integrations, Artificial Intelligence, Workforce Development
Beginner · Specialization · 3 - 6 Months