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.
Skills you'll gain: Model Evaluation, Model Deployment, Model Training, Decision Tree Learning, Data Preprocessing, Java Programming, Classification Algorithms, Predictive Modeling, Random Forest Algorithm, Applied Machine Learning, Java, Program Evaluation, Machine Learning Methods, Machine Learning Algorithms, Machine Learning, Algorithms, Program Implementation, Business Development
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Data Mining, Data Cleansing, Transaction Processing, Unsupervised Learning, Data Preprocessing, R Programming, Data Analysis, Market Analysis, Data Visualization, Data Manipulation, Model Training, Statistical Visualization, Data Quality, Consumer Behaviour, Model Optimization
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Data Migration, Database Management, Relational Databases, Google Cloud Platform, Database Development, Database Architecture and Administration, Databases, SQL, Database Management Systems, Cloud Management, Database Theory, Dataflow, Query Languages, Database Design, Cloud Applications, Cloud Development, Data Pipelines, Scalability, Application Deployment, Transaction Processing
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Generative AI, Vector Databases, Cloud Applications, Database Application, Data Migration, NoSQL, Databases, Database Theory, Database Management Systems, Database Systems, Relational Databases, Data Store, PostgreSQL, Transaction Processing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Scalability, Scala Programming, Data Processing, Data Access, Database Development, Relational Databases, Build Tools, Data Persistence, Data Import/Export, Configuration Management, Databases, Development Environment, File I/O, Software Installation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Frontend Performance, Data Persistence, Web Applications, User Interface (UI), User Experience Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Database Design, .NET Framework, C# (Programming Language), Program Development, Data Validation, Database Development, Microsoft SQL Servers, Software Development, Software Testing, Database Application, Application Development, Event-Driven Programming, Application Design, User Interface (UI), SQL, Data Integrity, User Interface (UI) Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: 3D Modeling, Visualization (Computer Graphics), Creative Design
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Event-Driven Programming, Web Applications, Application Development, Web Design and Development, Javascript, Hypertext Markup Language (HTML), JavaScript Frameworks, Front-End Web Development, Transaction Processing, Data Validation
Beginner · Course · 1 - 4 Weeks

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
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

Coursera
Skills you'll gain: Information Architecture, Web Content Accessibility Guidelines, User Feedback, Scalability, Organizational Skills, Systems Thinking, Content Management, Content Strategy, Content Performance Analysis, Collaborative Software, Decision Making, Information Management, Prioritization
Intermediate · Course · 1 - 4 Weeks