Courses from Duke University can help you learn data analysis, statistical modeling, machine learning, and programming in Python. You can build skills in data visualization, hypothesis testing, and predictive analytics. Many courses introduce tools like R, Tableau, and SQL, that support analyzing data sets and creating insightful reports. You'll also explore key topics such as data ethics, algorithmic bias, and the application of AI in various industries, enhancing your ability to make informed decisions based on data.

University of California San Diego
Skills you'll gain: Computational Thinking, Debugging, Programming Principles, Technical Communication, Computer Programming, Digital pedagogy, Event-Driven Programming, Cultural Responsiveness, Program Development, Data Structures, Graphical Tools
Beginner · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Governance, Data Ethics, Machine Learning Methods, Applied Machine Learning, Model Training, AI literacy, Model Evaluation, Risk Mitigation, Algorithms, Data Preprocessing, Data Collection, Regulatory Requirements, Business, Business Strategy, Data Transformation, Business Planning
Beginner · Course · 1 - 4 Weeks

University of California, Santa Barbara
Skills you'll gain: Financial Reporting, Generally Accepted Accounting Principles (GAAP), Financial Statement Analysis, Balance Sheet, Depreciation, Financial Accounting, Financial Statements, Revenue Recognition, Ledgers (Accounting), Accruals, Financial Analysis, Bookkeeping, General Accounting, Accrual Accounting, Business Reporting, Technical Accounting, Balancing (Ledger/Billing), Accounting, Standard Accounting Practices, Income Statement
Intermediate · Specialization · 1 - 3 Months

Northeastern University
Skills you'll gain: Model Evaluation, Linear Algebra, Statistical Machine Learning, Model Optimization, Statistical Modeling, Probability, Probability & Statistics, Statistical Methods, Bayesian Statistics, Probability Distribution, Machine Learning, Applied Mathematics, Algorithms, Statistical Inference, Verification And Validation, Dimensionality Reduction
Mixed · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Branding, Advertising, Consumer Behaviour, Brand Management, Brand Marketing, Brand Strategy, Integrated Marketing Communications, Brand Loyalty, Marketing Communications, Brand Awareness, Marketing, Promotional Strategies, Media Strategy, Data-Driven Marketing, Design Thinking
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Anomaly Detection, Advanced Analytics, Bayesian Network, Data-Driven Decision-Making, Forecasting, Marketing Strategies, Strategic Decision-Making, Time Series Analysis and Forecasting, Markov Model, Simulation and Simulation Software, Predictive Analytics, Predictive Modeling, Customer Engagement, Bayesian Statistics, Customer Retention, Consumer Behaviour, Decision Making, Autoencoders
Intermediate · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Quantum computing, Emerging Technologies, Business Transformation, Strategic Leadership, Business Ethics, Energy and Utilities, Technology Strategies, Biological Engineering, Sustainable Technologies, Strategic Thinking, Environmental Issue, Data Ethics, AI Integrations, Innovation, Sustainable Business, Biotechnology, Business Strategy, Systems Thinking, Commercialization, Automation
Beginner · Course · 1 - 4 Weeks

University of Arizona
Skills you'll gain: Search Engine Marketing, Pay Per Click Advertising, Google Ads, Search Engine Optimization, Digital Marketing, Cross-Channel Marketing, Keyword Research, Digital Marketing Campaigns, Online Advertising, Paid media, Social Media Strategy, Marketing Channel, Marketing Strategies, Social Media, Digital Brand Strategy, Social Media Campaigns, Social Media Content, Social Media Marketing, Integrated Marketing Communications, Analytical Skills
Intermediate · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Resilience, Personal Development, Tenacity, Growth Mindedness, Overcoming Obstacles, Community Development, Persistence, Adaptability, Empowerment, Community and Social Work, Social Work, Liberal Arts, Cultural Diversity, European History
Beginner · Course · 1 - 3 Months

University of Pittsburgh
Skills you'll gain: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Statistical Visualization, Graphing, Data Analysis, Graphic and Visual Design, Python Programming
Build toward a degree
Intermediate · Course · 1 - 3 Months

Yale University
Skills you'll gain: Resourcefulness, Personal Development, Goal Setting, Decision Making, Relationship Building
Beginner · Course · 1 - 3 Months

Kennesaw State University
Skills you'll gain: Cyber Security Policies, Cybersecurity, Incident Response, Cyber Attacks, Computer Security Awareness Training, Computer Security Incident Management, Security Awareness, Cyber Risk, Remote Access Systems, Cyber Governance, Telecommuting, Endpoint Security, Mobile Security, Security Controls, Malware Protection, Human Factors (Security), Identity and Access Management
Beginner · Course · 1 - 3 Months