Master statistics for data science applications. Learn about statistical techniques, data analysis, and machine learning models.

University of Pennsylvania
Skills you'll gain: Intellectual Property, Brand Awareness, Legal Strategy, Brand Management, Asset Protection, Case Law, Regulation and Legal Compliance, Packaging and Labeling, Case Studies, Asset Management, Law, Regulation, and Compliance, Marketing, Innovation, Strategic Thinking, Business Strategy, Business Valuation, Creativity, Legal Risk, Strategic Planning, Planning
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Google Docs, Document Management, Google Workspace, File Management, Personal Attributes, Personal Development
Beginner · Guided Project · Less Than 2 Hours

The Pennsylvania State University
Skills you'll gain: Nutrition and Diet, Sustainability Standards, Manufacturing and Production, Market Dynamics, Water Resource Management, Business Economics, Biotechnology, Production Management, Environmental Management Systems, Climate Change Mitigation
Mixed · Course · 1 - 3 Months

Skills you'll gain: Supervised Learning, Machine Learning Algorithms, Classification And Regression Tree (CART), Applied Machine Learning, Predictive Modeling, Scikit Learn (Machine Learning Library), Data Processing, Data Cleansing, Machine Learning, Regression Analysis, Data Manipulation, Business Analytics, Feature Engineering, Random Forest Algorithm, Statistical Modeling, Sampling (Statistics), Performance Metric
Intermediate · Course · 1 - 3 Months

University of Alberta
Skills you'll gain: Software Architecture, Unified Modeling Language, Systems Architecture, Software Design, Software Design Documents, Software Visualization, Solution Architecture, Software Development, Software Documentation, Software Design Patterns, Enterprise Architecture, Maintainability, Scalability, Databases
Intermediate · Course · 1 - 4 Weeks

Stanford University
Skills you'll gain: Infectious Diseases, Social Determinants Of Health, Public Health, Epidemiology, Patient-centered Care, Microbiology, Pathology, Infection Control, Immunology, Preventative Care, Clinical Assessment
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Machine Controls, Control Systems, Three-Phase, Electronics, Electrical Equipment, Electrical Systems, Power Electronics, Electrical Engineering, Laboratory Experience, Basic Electrical Systems, Electronic Hardware, Embedded Software, Electronic Components, Electrical Wiring, Design Specifications, Torque (Physics)
Build toward a degree
Intermediate · Course · 1 - 3 Months
University of California, Santa Cruz
Skills you'll gain: C (Programming Language), Debugging, C++ (Programming Language), Data Structures, Computer Programming, Command-Line Interface, Data-oriented programming, Algorithms, File Management
Intermediate · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Operational Efficiency, Peer Review, Marketing Analytics, Marketing Strategies, Data Analysis, Marketing, Performance Measurement, Operations, Strategic Decision-Making, Analysis, Business Strategies, Digital Advertising, Presentations, Problem Management, Advertising
Intermediate · Course · 1 - 3 Months

The University of Edinburgh
Skills you'll gain: Research, Scientific Methods, General Science and Research, Biology, Cultural Diversity, Sociology, Psychology
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Excel Macros, Visual Basic (Programming Language), Data Import/Export, Scripting, Programming Principles, Spreadsheet Software, UI Components, Automation, Data Structures, Debugging, Data Validation
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Financial Modeling, Market Data, Financial Analysis, Cash Flows, Loans, Financial Statements, Finance, General Finance, Portfolio Management, Business Valuation, Corporate Finance, Capital Budgeting, Securities (Finance), Mortgage Loans, Risk Analysis, Financial Forecasting, Financial Market, Equities, Investments, Microsoft Excel
Beginner · Specialization · 3 - 6 Months