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: Supply And Demand, Economics, Business Economics, Market Dynamics, Tax, Resource Allocation, Consumer Behaviour, Price Negotiation, Cost Management, Production Management
Build toward a degree
Intermediate · Course · 1 - 3 Months

The University of Hong Kong
Skills you'll gain: Instructional Design, Curriculum Development, Lesson Planning, Pedagogy, Teaching, Course Development, Instructional Strategies, Student Engagement, Higher Education, Learning Theory
Beginner · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Application Deployment, Cloud Deployment, Containerization, Data Persistence, YAML, Cloud Infrastructure, Virtual Networking, Cloud Computing Architecture, Scalability, Infrastructure Architecture, OS Process Management, Network Routing
Mixed · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Drug Development, Pharmaceuticals, Pharmacology, Pre-Clinical Development, Clinical Trials, Biotechnology, Bioinformatics, Precision Medicine, Molecular Biology
Beginner · Course · 1 - 3 Months

Skills you'll gain: Apache Hive, Big Data, Database Design, Extensible Markup Language (XML), Databases, Apache Hadoop, Analytics, Social Media, Data Processing, Social Media Content, Data Management, Data Analysis, Data Integration, Data Transformation
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Tenacity, Persistence, Personal Attributes, Personal Development, Self-Awareness, Case Studies, Emotional Intelligence, Growth Mindedness, Resilience, Empathy & Emotional Intelligence, Overcoming Obstacles, Psychological Evaluations, Applied Behavior Analysis, Cognitive flexibility, Psychology, Goal Setting
Mixed · Course · 1 - 4 Weeks

JetBrains
Skills you'll gain: Integrated Development Environments, Python Programming, File I/O
Beginner · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Model Deployment, Data Visualization, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Dimensionality Reduction, MLOps (Machine Learning Operations), Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Data Pipelines, Design Thinking, Data Science, Machine Learning, Python Programming
Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Risk Analysis, Portfolio Risk, Google Sheets, Financial Analysis, Risk Management, Quantitative Research, Spreadsheet Software, Statistical Analysis, Statistics, Probability & Statistics
Beginner · Guided Project · Less Than 2 Hours

University of Maryland, College Park
Skills you'll gain: Professional Development, Cultural Diversity, Adaptability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, SAS (Software), Regression Analysis, Statistical Methods, Probability & Statistics, Statistical Modeling, Plot (Graphics), Statistical Inference
Intermediate · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Windows Servers, Computer Security, Linux Administration, Contingency Planning, Disaster Recovery, Authorization (Computing), Linux, Linux Servers, Microsoft Windows, Authentications, Business Continuity Planning, OSI Models, User Accounts, Group Policy, Security Management, Microsoft Servers, Operating System Administration, Systems Administration, Virtualization, Cybersecurity
Beginner · Specialization · 3 - 6 Months