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, Model Training, Data Warehousing, Performance Testing, Bash (Scripting Language), Data Science
Credit offered
Graduate Certificate · 6 - 12 Months

Skills you'll gain: jQuery, Front-End Web Development, JavaScript Frameworks, User Interface (UI) Design, Web Design and Development, Event-Driven Programming, Interactive Design, Hypertext Markup Language (HTML), Development Environment
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Chef (Configuration Management Tool), Infrastructure as Code (IaC), Cloud Infrastructure, Virtual Machines, Amazon Web Services, Amazon Elastic Compute Cloud, Infrastructure As A Service (IaaS), IT Automation, Application Deployment, Cloud Computing, Nginx, Virtualization and Virtual Machines, Configuration Management, Remote Access Systems, Package and Software Management, Development Environment, System Configuration
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Agile Project Management, Team Oriented, Agile Product Development, Risk Management, Agile Methodology, Risk Management Framework, Project Risk Management, Change Management, Process Management, Risk Mitigation, Product Roadmaps, Product Quality (QA/QC), Sprint Planning, Project Management Life Cycle, Project Management, Quality Assurance, Workflow Management, Project Planning, Waterfall Methodology, Case Studies
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Swift Programming, Apple iOS, iOS Development, Code Reusability, Software Design Patterns, Object Oriented Programming (OOP), Mobile Development, Maintainability, Data Modeling, Object Oriented Design, Application Design, Programming Principles, UI Components, Testability, Scalability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Database Design, Data Modeling, .NET Framework, Object-Relational Mapping, Database Development, Relational Databases, Database Management, Query Languages, Database Application, Data Access, Data Management, SQL
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Vector Databases, AI Integrations, LangChain, Data Integration, Retrieval-Augmented Generation, Prompt Engineering, AI Orchestration
Intermediate · Course · 1 - 4 Weeks

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Social Network Analysis, Social Media Analytics, Graph Theory, Network Analysis, Big Data, Network Model, Data Ethics, Applied Machine Learning, Responsible AI, Analytics, Data Mining, Machine Learning, Research, Deep Learning, Artificial Intelligence, Unsupervised Learning, Algorithms
Intermediate · Course · 1 - 3 Months

Skills you'll gain: HTML and CSS, Responsive Web Design, Web Design and Development, Hypertext Markup Language (HTML), Web Development, Web Applications, Interactive Data Visualization, Cascading Style Sheets (CSS), Web Design, Plot (Graphics), Infographics, Javascript, Data Validation, Web Content, Scripting Languages, Animations
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Unit Testing, Java, Java Programming, Test Script Development, Test Automation, Software Development, Development Testing, Program Development, Application Design, Software Testing, Application Development, Programming Principles, Data Validation, User Interface (UI), Maintainability, Software Design, Debugging, Data Integrity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: iOS Development, Data Visualization Software, Interactive Data Visualization, Code Reusability, Application Development, User Interface (UI) Design, Application Design, Animation and Game Design, Web Content Accessibility Guidelines
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Vector Databases, Query Languages, Embeddings, Database Management, Database Design, Docker (Software), Data Management, Restful API, Application Programming Interface (API), Data Import/Export
Intermediate · Course · 1 - 4 Weeks