Linear Algebra for Machine Learning courses can help you learn matrix operations, vector spaces, eigenvalues, and linear transformations. You can build skills in solving systems of equations, dimensionality reduction, and understanding data representations. Many courses introduce tools like NumPy and MATLAB, that support implementing algorithms and performing computations efficiently in AI and machine learning projects.

University of Colorado Boulder
Skills you'll gain: Excel Macros, Microsoft Excel, Visual Basic (Programming Language), Simulations, User Interface (UI), Automation
Advanced · Course · 1 - 3 Months

Skills you'll gain: Agentic systems, Agentic Workflows, Human Computer Interaction, AI Personalization, Experience Design, UI/UX Strategy, Interaction Design, User Experience Design, User Experience, Responsible AI, Human Machine Interfaces, AI Product Strategy, Human Centered Design, Data Ethics, Artificial Intelligence, Automation, Human Factors, Risking, Machine Learning, Technology Strategies
Intermediate · Course · 3 - 6 Months

Arizona State University
Skills you'll gain: Curiosity, Design Thinking, Persona Development, Innovation, Customer Analysis, Target Audience, Creative Problem-Solving, Customer Insights, Market Research, Entrepreneurship, User Feedback, Customer Engagement, Problem Solving, Communication, Interviewing Skills
Beginner · Course · 1 - 3 Months

Skills you'll gain: Database Design, SQL, Relational Databases, Databases, Database Systems, Database Management, Data Modeling, Query Languages
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Management Accounting, Performance Measurement, Variance Analysis, Budgeting, Accounting, Capital Budgeting, Financial Accounting, Performance Management, Financial Data, Performance Metric, Operating Budget, Cost Management, Organizational Strategy, Key Performance Indicators (KPIs), Financial Analysis, Organizational Structure, Decision Making
Build toward a degree
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Dashboard Creation, System Monitoring, Incident Response, Technical Communication, Incident Management, Event Monitoring, Application Performance Management, Cloud Applications, Interactive Data Visualization, Continuous Monitoring, Anomaly Detection, Data Integration, Query Languages, Software Installation
Beginner · Course · 1 - 4 Weeks
Johns Hopkins University
Skills you'll gain: Infection Control, Emergency Response, Nursing Homes, Public Health and Disease Prevention, Personal protective equipment, Public Health, Community Health, Home Health Care and Assisted Living, Sanitation, Geriatrics, Mental Health, Infectious Diseases, Community Mental Health Services, Health And Safety Standards, Patient Education and Support, Policy Development, Media and Communications
Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Ideation, Innovation, Entrepreneurship, Risk Management, Risk Analysis, New Product Development, Business Strategies, Value Propositions, Brainstorming, Competitive Analysis, Business Modeling, Product Development, Customer Analysis, Customer Insights, Needs Assessment, Market Dynamics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microservices, Site Reliability Engineering, Failure Analysis, Distributed Computing, AI Enablement, Middleware, Failure Mode And Effects Analysis, Continuous Monitoring, Risk Management Framework, Performance Tuning, Dependency Analysis, Performance Metric, Performance Analysis, Application Performance Management, System Monitoring, Service Level, Authentications
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Business Leadership, Strategic Leadership, Data Ethics, Strategic Decision-Making, Responsible AI, Decision Intelligence, Business Strategy, Leadership, Risk Analysis, Artificial Intelligence, Business Risk Management, Risk Mitigation, Culture Transformation, AI Integrations, Stakeholder Communications, Accountability, Communication
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Agile Product Development, Agile Methodology, Security Management, Cyber Security Assessment, Audit Planning, Cyber Risk, Performance Metric, Business Ethics, Law, Regulation, and Compliance, Risk Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Code Reusability, Computational Logic
Intermediate · Course · 1 - 3 Months