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, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Data Warehousing, Model Training, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Coursera
Skills you'll gain: Competitive Analysis, Value Propositions, Competitive Intelligence, Decision Making, Product Marketing, Communication, Marketing Materials, Marketing Communications, Branding, Marketing, Strategic Communication, Analysis
Beginner · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Business Communication, Collaboration, Relationship Building, Stakeholder Communications, Leadership, Professionalism, Professional Networking, Relationship Management, Business Leadership, Team Building, Business Relationship Management, Rapport Building, Workplace inclusivity, Stakeholder Engagement, Executive Presence, Customer Relationship Building, Strategic Leadership, Leadership Development, Project Management, Project Management Institute (PMI) Methodology
Beginner · Course · 1 - 3 Months

Skills you'll gain: .NET Framework, ASP.NET, Web Applications, Application Deployment, Secure Coding, Content Management, Content Management Systems, Web Development, Web Development Tools, C# (Programming Language), Model View Controller, Web Content, Containerization, C and C++, System Configuration
Intermediate · Course · 1 - 4 Weeks

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

Skills you'll gain: Apache Cassandra, Data Manipulation, Distributed Computing, Transaction Processing, NoSQL, Database Design, Query Languages, Performance Tuning, Scalability, Data Integrity, Data Management, Java, Java Programming
Beginner · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Supervised Learning, Unsupervised Learning, Classification Algorithms, Artificial Intelligence, Embedded Systems, Machine Learning, Regression Analysis, Probability & Statistics, Data Ethics, Applied Machine Learning, Image Analysis, Computer Vision, Responsible AI, Machine Learning Methods, Decision Tree Learning, Statistical Machine Learning, Linear Algebra, Dimensionality Reduction, Machine Learning Algorithms, Bayesian Statistics
Credit offered
Mastertrack · 6 - 12 Months

Northeastern University
Skills you'll gain: Project Closure, Engineering Management, Project Schedules, Engineering Software, Project Risk Management, Innovation, Project Controls, Risk Management, Project Management, Project Design, Work Breakdown Structure, Project Management Life Cycle, Risk Analysis, Scheduling, Project Implementation, Systems Engineering, Risk Management Framework, Project Management Software, Cost Management, Earned Value Management
Credit offered
Graduate Certificate · 6 - 12 Months

University of Huddersfield
Skills you'll gain: Data Literacy, Linear Algebra, Graph Theory, Statistical Software, Big Data, Computational Logic, Back-End Web Development, Integral Calculus, Analytics, Matplotlib, Data Visualization, Probability & Statistics, Statistical Programming, Plot (Graphics), Calculus, Scatter Plots, Data Mining, R Programming, Relational Databases, Applied Mathematics
Earn a degree
Degree · 1 - 4 Years

Ball State University
Skills you'll gain: Data Ethics, Responsible AI, Software Engineering, Full-Stack Web Development, Graph Theory, Data Wrangling, Statistical Machine Learning, File Systems, Database Systems, Spatial Analysis, Exploratory Data Analysis, Theoretical Computer Science, Statistical Hypothesis Testing, SAS (Software), Statistical Methods, Cryptography, Object Oriented Programming (OOP), Statistical Inference, Artificial Intelligence, Text Mining
Earn a degree
Degree · 1 - 4 Years

Pearson International Higher Education
Skills you'll gain: Meeting Facilitation, Goal Setting, Cooperation, Professional Development, Collaboration, Goal-Oriented, Leadership, Team Collaboration, Teamwork, Leadership Development, Initiative and Leadership, Leadership and Management, Professionalism, Personal Development, Consolidation
Beginner · Course · 1 - 4 Weeks

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