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 Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Unsupervised Learning, Supervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Probability, Statistical Inference, Statistical Hypothesis Testing, Data Warehousing, Recurrent Neural Networks (RNNs), Regression Analysis, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Skills you'll gain: User Requirements Documents, Technology Strategies, Technology Solutions, Requirements Analysis, Product Requirements, Agile Product Development, Agile Methodology, Business Requirements, Decision Making, Cross-Functional Team Leadership, Request for Proposal, Vendor Management, Team Management, Vendor Relationship Management, Proposal Development, Product Demonstration, Return On Investment, Leadership, Procurement
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Data-Driven Decision-Making, Statistical Modeling, Classification Algorithms, Plot (Graphics)
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: SAS (Software), Model Deployment, Model Evaluation, Predictive Analytics, Regression Analysis, Business Analytics, Data Preprocessing, Machine Learning Methods, Data Mining, Feature Engineering, Statistical Analysis, Decision Tree Learning, Data Transformation, Artificial Neural Networks
Mixed · Course · 1 - 3 Months

Skills you'll gain: Sarbanes Oxley Act (SOX) Compliance, Specialized Accounting, Regulatory Requirements, Financial Regulations, Technical Accounting, Financial Reporting, Financial Statement Analysis, Financial Auditing, Securities (Finance), Investment Management, Financial Analysis, Business Risk Management, Asset Management, Organizational Structure, Consolidation
Beginner · Course · 1 - 4 Weeks

Ball State University
Skills you'll gain: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Unsupervised Learning, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Object Oriented Programming (OOP), Spatial Analysis, SAS (Software), Text Mining, Financial Data, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing
Earn a degree
Degree · 1 - 4 Years

Pontificia Universidad Católica de Chile
Skills you'll gain: Epidemiology, Diagnostic Tests, Public Health and Disease Prevention, Biostatistics, Healthcare Ethics, Social Determinants Of Health, Health Disparities, Statistical Hypothesis Testing, Descriptive Statistics, Public Health, Health Policy, Health Systems, Health Promotion, Health Technology, Scientific Methods, Community Health, Health Equity, Research Design, Infectious Diseases, Probability & Statistics
Credit offered
Mastertrack · 6 - 12 Months

University of Leeds
Skills you'll gain: Data Ethics, Data Presentation, Statistical Machine Learning, Regression Analysis, Data Storytelling, Exploratory Data Analysis, Bayesian Statistics, Statistical Hypothesis Testing, Data Analysis, Statistical Methods, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Supervised Learning, Network Analysis, Web Scraping, Statistical Modeling, Linear Algebra, Python Programming, Data Preprocessing
Earn a degree
Degree · 1 - 4 Years

Northeastern University
Skills you'll gain: Database Design, Software Quality Assurance, Enterprise Architecture, Open Web Application Security Project (OWASP), Data Governance, Database Theory, User Research, Stakeholder Engagement, Algorithms, Agile Software Development, Software Development Life Cycle, Unified Modeling Language, Software Architecture, Cybersecurity, Responsive Web Design, Java, Cascading Style Sheets (CSS), Agile Methodology, Object Oriented Programming (OOP), Data Ethics
Earn a degree
Degree · 1 - 4 Years

Universidad de los Andes
Skills you'll gain: Supervised Learning, Unsupervised Learning, Classification Algorithms, Dimensionality Reduction, Anomaly Detection, Artificial Intelligence, Embedded Systems, Machine Learning, Data Ethics, Regression Analysis, Probability & Statistics, Model Evaluation, Responsible AI, Image Analysis, Computer Vision, Applied Machine Learning, Linear Algebra, Machine Learning Algorithms, Decision Tree Learning, Bayesian Statistics
Credit offered
Mastertrack · 6 - 12 Months
University of North Texas
Skills you'll gain: Operations Management, Model Evaluation, Arbitration, Leadership Studies, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Probability & Statistics, Global Marketing, Social Studies, Cultural Diversity, Digital Media Strategy, Music History, Sociology
Earn a degree
Degree · 1 - 4 Years

Dartmouth College
Skills you'll gain: Field-Programmable Gate Array (FPGA), Natural Language Processing, Technical Communication, Embedded Systems, Embedded Software, Distributed Computing, Digital Signal Processing, Recurrent Neural Networks (RNNs), Probability & Statistics, Computer Vision, Deep Learning, Machine Learning, Image Analysis, Generative AI, Hardware Design, Electronic Systems, Text Mining, Student Support and Services, Student Services, Electrical Engineering
Earn a degree
Degree · 1 - 4 Years