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: Influencing, Persuasive Communication, Leadership, Leadership Development, Professional Networking, Relationship Building, Public Speaking, Rapport Building, Decision Making, Communication, People Development, Tactfulness, Relationship Management, Social Skills, Trustworthiness, Independent Thinking, Organizational Structure
Beginner · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: File I/O, Data Structures, Data Processing, Data Analysis, Data Dictionary, Python Programming, Data Manipulation, Software Installation, Data Store, File Management, Development Environment, Computer Programming Tools
Beginner · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: Feature Engineering, Model Evaluation, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning Methods, Machine Learning, Model Training, Model Optimization, Machine Learning Algorithms, Unsupervised Learning, Python Programming, Classification Algorithms, Artificial Neural Networks
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Public Speaking, Oral Expression, Verbal Communication Skills, Communication, Composure, Communication Strategies, Advocacy
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: C (Programming Language), Programming Principles, C and C++, C++ (Programming Language), Algorithms, Memory Management, Other Programming Languages, System Programming, Computer Programming, Python Programming
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Relationship Building, Professional Networking, Brand Awareness, Relationship Management, Goal-Oriented, Growth Mindedness, Brand Management, Personal Development, Self-Motivation, Goal Setting, Organizational Leadership, Professional Development, Personal Attributes, Self-Awareness, Strategic Leadership, Team Building, Workforce Development, Value Propositions, Culture Transformation, Case Studies
Beginner · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Augmented and Virtual Reality (AR/VR), Augmented Reality, Storyboarding, Virtual Reality, Unreal Engine, Interactive Design, Usability Testing, Design Thinking, 3D Assets, Virtual Environment, User Experience, Experience Design, Prototyping, Unity Engine, User Experience Design, Interaction Design, Visual Storytelling, Design, Disabilities, Emerging Technologies
Beginner · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Brand Strategy, Branding, Brand Awareness, Brand Management, Personal Attributes, Personal Development, Self-Awareness, Storytelling, Value Propositions, Concision, Creativity, Case Studies
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Contract Negotiation, Negotiation, Price Negotiation, Mediation, Arbitration, Communication, Intercultural Competence, Conflict Management, Cultural Sensitivity, Business Ethics, Decision Making, Ethical Standards And Conduct, Planning, Constructive Feedback
Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Goal Setting, Self-Awareness, Stress Management, Personal Development, Behavioral Health, Action Oriented
Beginner · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Pandas (Python Package), Data Manipulation, NumPy, Data Processing, Data Cleansing, Data Wrangling, Data Transformation, Data Preprocessing, Data Science, Statistical Analysis, Data-Driven Decision-Making, Pivot Tables And Charts, Data Analysis, Statistical Methods, Python Programming, Data Import/Export, Scripting Languages, Probability & Statistics, Programming Principles, Text Mining
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: File I/O, Data Import/Export, Python Programming, File Management, Functional Design, Programming Principles, Data Structures
Beginner · Course · 1 - 3 Months