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.

Vanderbilt University
Skills you'll gain: Email Automation, Calendar Management, Organizational Skills, ChatGPT, AI literacy, Data Integration, Generative AI, Prompt Engineering, Automation
★ 5 (11) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Blogs, Workflow Management, User Feedback, Content Management Systems, Interactive Data Visualization, Data Integration, Cloud-Based Integration, Document Management, Social Media Content, Project Management Software, Google Workspace, Productivity Software, Social Media Management, Content Management, Marketing Automation, Ideation, Project Management, Database Management
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Generative AI, Ideation, Customer Insights, Social Media Marketing, Copywriting, Customer Analysis, Social Media Content, Content Marketing, Content Creation, AI Enablement, Target Audience, Digital Marketing, Verification And Validation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Security Information and Event Management (SIEM), Prompt Engineering, ChatGPT, AI Workflows, Agentic Workflows, Cyber Threat Intelligence, Incident Response, AI Security, Generative AI Agents, AI Integrations, Vulnerability Assessments, Vulnerability Scanning, Computer Security Incident Management, Cloud Security, Threat Detection, Continuous Monitoring, Microsoft Azure, OpenAI, Code Review
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Information Architecture, UI/UX Research, User Research, Content Management, UI/UX Strategy, Design Research, User Experience, Content Strategy, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Usability Testing, Information Management, Usability, User Centered Design, Data Mapping, Digital Analysis, Diagram Design, Web Design, Web Applications, Web Development
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AI Security, Responsible AI, Information Privacy, Cloud Security, Generative AI, Federated Learning, Personally Identifiable Information, Google Cloud Platform, Data Security, Data Governance, Encryption
Intermediate · Course · 1 - 3 Months

Universitat Politècnica de València
Skills you'll gain: Systems Development Life Cycle, Software Development Life Cycle, User Interface and User Experience (UI/UX) Design, Software Design, Usability, Human Computer Interaction, User Interface (UI) Design, Software Development Methodologies, Systems Development, Information Systems, Software Development, Project Management, Information Technology, Program Standards, Business Systems, Maintainability, Version Control, Management Information Systems, Software Development Tools, Software Documentation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Performance Testing, Performance Tuning, Performance Stress Testing, Model Optimization, Algorithms, Performance Analysis, Performance Metric, Memory Management, Theoretical Computer Science
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, Open Source Technology, Google Cloud Platform, Artificial Intelligence, AI literacy, Machine Learning, Model Evaluation, Data Quality
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Test Automation, Object Oriented Programming (OOP), CI/CD, Test Script Development, File I/O, Unit Testing, Devops Tools, Continuous Integration, Jupyter, Data Import/Export, DevOps, IT Automation, Application Programming Interface (API), Program Development, Software Testing, Maintainability, Scripting, Integrated Development Environments, Python Programming, Development Environment
Intermediate · Specialization · 3 - 6 Months

Logical Operations
Skills you'll gain: Microsoft Access, Relational Databases, Database Development, Database Design, Database Management, Data Integrity, Database Architecture and Administration, Databases, Data Validation, Database Software, Query Languages, Microsoft 365, Data Management, Data Entry, Data Presentation, Productivity Software, User Interface (UI), User Interface (UI) Design
Mixed · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Productivity, Constructive Feedback, Meeting Facilitation, People Development, Strategic Thinking, Employee Coaching, Leadership and Management, Team Performance Management, Organizational Change, Time Management, Leadership Development, Prioritization, Team Leadership, Coaching, Change Management, Leadership, Drive Engagement, Professional Development, Team Management, People Management
Beginner · Course · 3 - 6 Months