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.

Sage Publications
Mixed · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Process Modeling, Stakeholder Communications, Sustainable Business, Business Reporting, Corporate Sustainability, Stakeholder Engagement, Sustainability Standards, Climate Change Mitigation, Compliance Reporting, Stakeholder Management, Environmental Monitoring, Supplier Performance Management, Decision Intelligence, Responsible AI, AI Integrations, Forecasting, Predictive Modeling, Automation, Predictive Analytics
Beginner · Course · 1 - 3 Months
Northeastern University
Skills you'll gain: Value-Based Care, Journey Mapping, Healthcare Industry Knowledge, Health Systems, Health Informatics, Organizational Change, Quality Assurance, Change Management, Decision Support Systems, Data Quality, Health Care, AI Enablement, Care Management, Health Technology, Continuous Quality Improvement (CQI), Patient-centered Care, Business Analytics, Data Compilation, AI Product Strategy, Health Policy
Beginner · Specialization · 3 - 6 Months

The Expert Academy
Skills you'll gain: Rapport Building, Advocacy, Negotiation, Communication Strategies, Communication, Leadership, Relationship Building, Conflict Management, Resilience, Contract Negotiation, De-escalation Techniques, Persuasive Communication, Influencing, Collaboration, Stress Management, Executive Presence, Trustworthiness, Team Leadership, Leadership and Management, Diversity and Inclusion
Intermediate · Course · 1 - 3 Months

Kennesaw State University
Skills you'll gain: Cyber Governance, Vulnerability Management, Cyber Attacks, Cybersecurity, Cyber Risk, Threat Management, Security Management, Vulnerability Assessments, Threat Detection, Cyber Security Strategy, Security Awareness, Cyber Operations, Cyber Security Policies, Risk Management Framework, Incident Response, Human Factors (Security)
Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Innovation, Ideation, Entrepreneurship, Competitive Analysis, New Business Development, Market Analysis, Product Lifecycle Management, Market Intelligence
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, Data-Driven Marketing, Marketing Analytics, Data Ethics, Brand Strategy, Content Creation, Content Marketing, Responsible AI, Brand Management, Branding, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Knowledge Accelerators
Skills you'll gain: Cyber Security Policies, AI Security, Cybersecurity, Threat Management, Cyber Attacks, Cyber Risk, Email Security, Endpoint Security, Mobile Security, Remote Access Systems, Multi-Factor Authentication, Artificial Intelligence, Cloud Computing
Beginner · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: R (Software), Model Evaluation, Statistical Modeling, Statistics, Data Visualization, Data Analysis, Sampling (Statistics), Data Wrangling, Data Manipulation, Predictive Modeling, Correlation Analysis, Histogram, Biostatistics, Statistical Reporting, Statistical Analysis, Statistical Hypothesis Testing, Scripting, Statistical Software, Package and Software Management, Scripting Languages
Beginner · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Data Science, Analysis, Probability & Statistics, Python Programming
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Spreadsheet Software, Google Sheets, Microsoft Excel, Data Visualization, Excel Formulas, Data Entry, Data Analysis, Financial Modeling, Expense Management
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Prompt Engineering, Prompt Patterns, Debugging, ChatGPT, Token Optimization, Pseudocode, AI literacy, Web Development, Web Development Tools, Artificial Intelligence, Program Development, Web Applications, Software Development, Software Engineering
Intermediate · Course · 1 - 4 Weeks