Master basic statistics for data analysis. Learn to collect, analyze, and interpret data using statistical methods and tools.

University of Colorado Boulder
Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Jupyter, Data Analysis, Computer Programming
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Numerical Analysis, Geometry, Applied Mathematics, Mathematical Modeling
Intermediate · Course · 1 - 4 Weeks

The Hong Kong University of Science and Technology
Skills you'll gain: Intellectual Property, Business Process, Innovation, Case Studies, Case Law, Business Strategy, New Product Development, Product Development, Lawsuits, New Business Development, Legal Strategy, Global Marketing
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Integral Calculus, Calculus, Geometry, Applied Mathematics, Mechanics, Engineering Calculations, Mathematical Modeling, Physics
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Agentic systems, Mathematical Modeling, Systems Design, Systems Architecture, Network Model, Software Systems, Computational Logic, Mechanical Engineering, Mechanics, Systems Analysis, System Design and Implementation, Applied Mathematics, Real-Time Operating Systems, Differential Equations, Verification And Validation, Artificial Intelligence, Basic Electrical Systems, Linear Algebra
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

University of Amsterdam
Skills you'll gain: Sociology, Systems Thinking, Economics, Policy, and Social Studies, Cultural Diversity, Policy Analysis, Sustainable Systems, Environmental Science, Spatial Analysis, Case Studies, Qualitative Research, Environment and Resource Management, European History
Intermediate · Course · 1 - 3 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Mechanics, Physics, Differential Equations, Linear Algebra, Applied Mathematics, Trigonometry, Calculus, Mathematical Modeling
Mixed · Course · 1 - 3 Months

Skills you'll gain: Digital Transformation, Product Lifecycle Management, Business Technologies, Automation, Internet Of Things, Product Development, Technology Strategies, Product Design, Emerging Technologies, Wireless Networks, Augmented and Virtual Reality (AR/VR), Cloud Computing, Artificial Intelligence
Beginner · Course · 1 - 3 Months

Clemson University
Skills you'll gain: Dimensionality Reduction, Data Cleansing, Matplotlib, Regression Analysis, Unsupervised Learning, Data Science, Statistical Analysis, Anomaly Detection, Descriptive Statistics, Data Analysis, Data Visualization Software, Pandas (Python Package), Exploratory Data Analysis, Predictive Modeling, Machine Learning, Supervised Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Git (Version Control System), Version Control, GitHub, Software Versioning, Bitbucket, GitLab, Collaborative Software, Software Development, Software Engineering, Project Management
Beginner · Guided Project · Less Than 2 Hours

DeepLearning.AI
Skills you'll gain: Application Deployment, Generative AI, Prompt Engineering, Prototyping, Agile Product Development, LLM Application, Cloud Applications, Application Development, Interactive Design, User Interface (UI), SQL
Intermediate · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Ledgers (Accounting), Accounting Records, Bookkeeping, General Accounting, Accounting Systems, General Ledger, Accrual Accounting, Accounting, Accruals, Revenue Recognition, Reconciliation, Generally Accepted Accounting Principles (GAAP), Transaction Processing, Financial Reporting, Expense Management, Journals
Mixed · Course · 1 - 4 Weeks