Courses in Probability Theory can help you learn statistical reasoning, random variables, and probability distributions. You can build skills in hypothesis testing, regression analysis, and decision-making under uncertainty. Many courses introduce tools like R, Python, and Excel, that support analyzing data and modeling real-world phenomena. You'll explore key topics such as Bayes' theorem, expected value, and the law of large numbers, all of which are crucial for applications in fields like finance, engineering, and artificial intelligence.

Berklee
Skills you'll gain: Music Theory, Music, Musical Composition, Music Performance, Instrumental Music, Performing Arts, Coordination, Creativity
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Unsupervised Learning, Supervised Learning, Deep Learning, Machine Learning Algorithms, Dimensionality Reduction, Applied Machine Learning, Decision Tree Learning, Scikit Learn (Machine Learning Library), Matplotlib, Random Forest Algorithm, Machine Learning, Predictive Modeling, Keras (Neural Network Library), Artificial Neural Networks, Python Programming, Classification And Regression Tree (CART), Data Science, Tensorflow, Mathematical Modeling, Computer Vision
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Generative AI, Artificial Intelligence, AI Product Strategy, Finance, Automation, Emerging Technologies, Case Studies, Analysis, Business Process Automation, Healthcare Industry Knowledge, Critical Thinking
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Music Theory, Musical Composition, Music, File Management, Instrumental Music, Storytelling, Music Performance, Automation, Editing, Technical Support, Writing, Creativity
Beginner · Specialization · 3 - 6 Months

National Taiwan University
Skills you'll gain: Game Theory, Experimentation, Behavioral Economics, Negotiation, Strategic Decision-Making, Research Design, Economics, Decision Making, Socioeconomics, Data Collection, Market Dynamics
Mixed · Course · 1 - 3 Months

University of Rochester
Skills you'll gain: Self-Motivation, Self-Awareness, Motivational Skills, Social Sciences, Mindfulness, Health And Wellness Coaching, Personal Development, Learning Theory, Human Development, Psychology, Cultural Diversity, School Psychology, Goal Setting, Empowerment, Economics, Coaching, Psychotherapy, Child Development, Relationship Building
Beginner · Course · 1 - 3 Months

Berklee
Skills you'll gain: Music, Musical Composition, Post-Production, Peer Review, Media Production, Music Performance, Creativity, Instrumental Music, Automation, File Management, Writing, Timelines, Editing, Electronic Media, System Configuration, Technology Solutions
Beginner · Specialization · 3 - 6 Months

National Taiwan University
Skills you'll gain: Game Theory, Business Strategy, Business, Business Marketing, Strategic Decision-Making, Decision Making, Case Studies, Negotiation, Competitive Analysis, Market Dynamics, Product Knowledge
Beginner · Course · 1 - 3 Months

Yale University
Skills you'll gain: Classical Music, Music History, Music, Music Theory, Instrumental Music, Musical Composition, Art History
Mixed · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Reinforcement Learning, Deep Learning, Theoretical Computer Science, Artificial Neural Networks, Artificial Intelligence, Machine Learning, Computational Logic, Supervised Learning, Computer Science, Decision Tree Learning, Unsupervised Learning, Algorithms
Intermediate · Course · 1 - 3 Months
Stanford University
Skills you'll gain: Mathematical Theory & Analysis, Mathematics and Mathematical Modeling, Calculus, Deductive Reasoning, Logical Reasoning
Intermediate · Course · 1 - 3 Months

Yale University
Skills you'll gain: Negotiation, Contract Negotiation, Conflict Management, Mediation, Leadership, Communication, Persuasive Communication, Influencing, Relationship Building, Collaboration, Game Theory, Strategic Decision-Making
Mixed · Course · 1 - 3 Months