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 North Texas
Skills you'll gain: Operations Management, Mediation, Model Evaluation, Leadership Studies, Compensation Strategy, Integrated Marketing Communications, Organizational Change, Event Management, Grammar, Sales Process, Statistical Visualization, Driving engagement, Design Thinking, Public Policies, Target Market, Probability & Statistics, Cultural Diversity, Economics, Policy, and Social Studies, Music History, Sociology
Earn a degree
Degree · 1 - 4 Years

University of Pittsburgh
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Database Systems, Data Visualization, Predictive Modeling, Database Design, Generative AI, Large Language Modeling, Database Management, Databases, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, Database Theory, Unsupervised Learning, Linear Algebra, Model Deployment
Earn a degree
Degree · 1 - 4 Years

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Natural Language Processing, Large Language Modeling, Embeddings, Text Mining, Data Preprocessing, LLM Application, Semantic Web, Artificial Neural Networks, ChatGPT, Artificial Intelligence, Generative AI, Data Processing, Deep Learning, Model Training, Model Evaluation, Dependency Analysis
Intermediate · Course · 1 - 3 Months

Georgetown University
Skills you'll gain: Data Storytelling, Vulnerability Assessments, Operations Management, Surveys, Business Strategy, Competitive Intelligence, Design Thinking, Cyber Threat Intelligence, Machine Learning Methods, Social Justice, Descriptive Statistics, Environment, Business Ethics, Capital Budgeting, Market Opportunities, Storytelling, Marketing Planning, Leadership Studies, International Relations, Supplier Risk Management
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Degree · 1 - 4 Years

Illinois Institute of Technology
Skills you'll gain: Database Design, Database Systems, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Software, Databases, Database Application, Database Management, Database Theory, Data Analysis, NoSQL, Database Management Systems, Database Development, Machine Learning Algorithms, Recurrent Neural Networks (RNNs), Bayesian Statistics, Statistical Inference, Technical Communication, Model Evaluation
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Degree · 1 - 4 Years

Universidad de los Andes
Skills you'll gain: Supervised Learning, Unsupervised Learning, Model Evaluation, Artificial Intelligence, Classification Algorithms, Machine Learning, Data Ethics, Linear Algebra, Dimensionality Reduction, Responsible AI, Probability & Statistics, Image Analysis, Machine Learning Methods, Natural Language Processing, Computer Vision, Embedded Systems, Scikit Learn (Machine Learning Library), Applied Machine Learning, Bayesian Statistics, Scientific Visualization
Credit offered
Mastertrack · 6 - 12 Months

Indian Statistical Institute
Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Surveys, Statistical Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management, Database Management Systems, Data Compilation, Economics, Probability & Statistics, Dimensionality Reduction, Statistical Methods, Lifelong Learning, Regression Analysis, Data Literacy, International Finance
Postgraduate Diploma · 6 - 12 Months

O.P. Jindal Global University
Skills you'll gain: Correlation Analysis, Research Design, Regression Analysis, Social Sciences, Psychology, Mental Health Diseases and Disorders, Science and Research, Cognitive Behavioral Therapy, Human Learning, Social Skills, Statistical Methods, Research Methodologies, Interpersonal Communications, Statistical Hypothesis Testing, Scientific Methods, Learning Theory, Childhood Education and Development, Physiology, Personal Development, Culture
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Degree · 1 - 4 Years

University of Huddersfield
Skills you'll gain: Linear Algebra, Graph Theory, Computational Logic, Statistical Software, Integral Calculus, Matplotlib, Probability & Statistics, Statistical Programming, Plot (Graphics), Logical Reasoning, Calculus, R Programming, Differential Equations, Data Processing, Theoretical Computer Science, Data Visualization Software, Applied Mathematics, General Mathematics, Advanced Mathematics, Mathematical Modeling
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: Angular, Mobile Development, Verification And Validation, Frontend Integration, Service Design, Front-End Web Development, UI Components, Data Validation, Service Oriented Architecture, JavaScript Frameworks, Business Logic
Beginner · Course · 1 - 4 Weeks

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

Illinois Institute of Technology
Skills you'll gain: Process Improvement, Pay Per Click Advertising, Digital Marketing, Responsible AI, Global Marketing, Web Analytics, Culture Transformation, Financial Statement Analysis, Predictive Modeling, Organizational Leadership, Digital Transformation, Market Dynamics, Tableau Software, Capital Budgeting, Design Thinking, Descriptive Statistics, Game Theory, Competitive Analysis, Product Lifecycle Management, Microsoft Excel
Earn a degree
Degree · 1 - 4 Years