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.
University of Illinois Urbana-Champaign
Skills you'll gain: Corporate Strategy, Teamwork, Team Leadership, World History, Negotiation, Branding, Economics, Communication Strategies, Leadership and Management, Brand Strategy, Diversity Awareness, Stakeholder Analysis, Political Sciences, Strategic Thinking, Conflict Management, Strategic Planning, Market Dynamics, Decision Making, Business Management, Stakeholder Engagement
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Model Deployment, AWS SageMaker, Amazon Bedrock, MLOps (Machine Learning Operations), Amazon Web Services, Cloud Deployment, Data Preprocessing, Model Evaluation, Amazon S3, Generative AI, Data Storage, Generative Model Architectures, Data Storage Technologies, Model Training, Feature Engineering, Exploratory Data Analysis, Applied Machine Learning, Machine Learning, Amazon Redshift, Cloud Engineering
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Apple Xcode, Software Architecture, Mobile Development, Software Testing, AI Integrations, Unit Testing, Software Design, Software Design Patterns, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Test Planning, AI Enablement, Machine Learning, Natural Language Processing, User Interface and User Experience (UI/UX) Design, User Interface (UI) Design
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Professionalism, Team Performance Management, Constructive Feedback, Conflict Management, Drive Engagement, Recognizing Others, De-escalation Techniques, Performance Review, Change Management, Employee Coaching, Employee Performance Management, Supervision, Organizational Change, Team Leadership, Performance Appraisal, Leadership and Management, Emotional Intelligence, Delegation Skills, Leadership, Team Building
Beginner · Specialization · 1 - 3 Months

University of California, Santa Cruz
Skills you'll gain: Autism Spectrum Disorders, Disabilities, Special Education, Developmental Disabilities, Applied Behavior Analysis, Communication Disorders, Child Development, Psychology, Behavior Management, Cognitive Behavioral Therapy, Clinical Psychology, Behavioral Health, Behavioral Management, Public Health, Health Education, Child Health, Mental and Behavioral Health, Neurology, Health Care, Diagnostic Tests
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Business Analytics, Statistics, Statistical Analysis, Analytics, Microsoft Excel, Statistical Modeling, Probability & Statistics, Statistical Methods, Predictive Analytics, Statistical Software, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Predictive Modeling
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Graph Theory, Data Structures, Algorithms, Tree Maps, Theoretical Computer Science, Analysis, Python Programming
Build toward a degree
Advanced · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Epidemiology, Mathematical Modeling, Infection Control, Statistical Modeling, Simulations, Infectious Diseases, Public Health and Disease Prevention, R Programming, Public Health, Predictive Modeling, Model Evaluation, R (Software), Model Optimization, Differential Equations, Data Modeling, Immunology, Regression Analysis, Statistical Methods, Probability Distribution
Intermediate · Specialization · 1 - 3 Months

University of Colorado System
Skills you'll gain: Cryptography, Arithmetic, Algorithms, Applied Mathematics, Probability, Computer Science
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Professionalism, Drive Engagement, Supervision, Conflict Management, Delegation Skills, Team Building, Rapport Building, Team Leadership, Leadership, Ethical Standards And Conduct, Accountability, Accountability Frameworks, Team Performance Management, Relationship Management, Trustworthiness, Organizational Leadership, Performance Review, Decision Making, Leadership and Management, Expectation Management
Beginner · Course · 1 - 4 Weeks

Institute for the Future
Skills you'll gain: Forecasting, Visionary, Proactivity, Innovation, Strategic Thinking, Strategic Planning, Cognitive flexibility, Creative Thinking, Action Oriented, Simulations, Optimism, Planning, Community Organizing, Creativity, Social Impact, Systems Thinking, Virtual Reality, Risking, Trend Analysis, Storytelling
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Terraform, Infrastructure as Code (IaC), Code Reusability, IT Automation, Cloud Infrastructure, Infrastructure Architecture, Ansible, AWS CloudFormation, DevOps, Automation, IBM Cloud, Configuration Management
Intermediate · Course · 1 - 4 Weeks