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

University of Pennsylvania
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Waste Minimization, Corporate Sustainability, Environmental Issue, Business Ethics, Insurance, Product Lifecycle Management, Climate Change Mitigation, Environmental Regulations, Business Risk Management, Sustainability Reporting, Stakeholder Engagement
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: React.js, Routing Protocols, UI Components, JavaScript Frameworks, Front-End Web Development, Web Content Accessibility Guidelines, Performance Tuning, Web Development Tools, Cascading Style Sheets (CSS), Event-Driven Programming, User Experience Design, User Interface (UI), TypeScript, Ajax, Debugging, Javascript, Software Design Patterns, Restful API, Application Performance Management, Web Frameworks
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Machine Learning, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Budgeting, Data Visualization, Google Sheets, Spreadsheet Software, Presentations, Data Sharing
Beginner · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Control Systems, Process Control, Machine Controls, Engineering, Scientific, and Technical Instruments, Automation Engineering, Manufacturing Processes, Embedded Software, Electrical and Computer Engineering, Embedded Systems, Electronics, Laboratory Equipment, Electronics Engineering, Test Equipment, Medical Imaging, Medical Devices, Performance Tuning, Electronic Components, Mechanical Design, Reliability, Product Testing
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Identity and Access Management, Google Cloud Platform, Microsoft Azure, Azure Active Directory, Cloud Computing Architecture, Cloud Management, Virtual Private Networks (VPN), User Accounts, Virtual Machines, Network Security, Firewall, Network Routing
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Biostatistics, Regression Analysis, Statistical Methods, Public Health, Probability & Statistics, Statistical Analysis, Advanced Analytics, Statistical Modeling, Predictive Modeling, Data Analysis
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Mergers & Acquisitions, Financial Reporting, Intercompany Accounting, Financial Accounting, Technical Accounting, Consolidation, International Financial Reporting Standards, Business Valuation, Generally Accepted Accounting Principles (GAAP), Financial Statements, Business
Build toward a degree
Advanced · Course · 1 - 3 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Civil Engineering, Control Systems, Process Analysis, Engineering Analysis, Mathematical Modeling, Differential Equations, Simulations, Spatial Analysis
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Language Learning, Spanish Language, Vocabulary, Oral Comprehension, Grammar
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: SAS (Software), Network Analysis, Text Mining, Spatial Analysis, Data Visualization, Geospatial Mapping, Data Manipulation, Data Analysis, Exploratory Data Analysis, Statistical Programming
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Interactive Learning, Education Software and Technology, Design Strategies, Mathematics Education, Pedagogy, Simulation and Simulation Software, Simulations, Interactive Design, Experimentation, User Feedback, Scientific Visualization, Chemistry, Display Devices, Graphing, Physics, Biology, Algebra, Geometry
Beginner · Specialization · 3 - 6 Months