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 Michigan
Skills you'll gain: Web Scraping, Network Protocols, JSON, Web Services, Extensible Markup Language (XML), Application Programming Interface (API), Restful API, Data Access, Data Processing, Python Programming, Hypertext Markup Language (HTML)
Mixed · Course · 1 - 3 Months

The University of Tokyo
Skills you'll gain: Lesson Planning, Teaching, Program Evaluation, Curriculum Development, Graphic Design, Instructional Design, Student Engagement, Cooperation, Constructive Feedback, Analysis, Time Management
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Systems Thinking, Needs Assessment, Community Development, Sustainable Development, Social Impact, Sustainable Business, Diversity and Inclusion, Organizational Change, Strategic Thinking, Environmental Social And Corporate Governance (ESG), Stakeholder Engagement, Project Management, Asset Management, Communication Strategies, Decision Making
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Financial Acumen, Financial Analysis, Operational Efficiency, Business Acumen, Business, Finance, Business Strategies, Business Metrics, Financial Management, Business Strategy, Strategic Decision-Making, Performance Analysis
Beginner · Course · 1 - 4 Weeks

Infosec
Skills you'll gain: Incident Response, Computer Security Incident Management, Threat Management, Incident Management, Disaster Recovery, Cybersecurity, Cyber Threat Hunting, Threat Detection, Event Monitoring, Digital Forensics, Business Continuity, Verification And Validation, Technical Communication
Beginner · Course · 1 - 3 Months

Fred Hutchinson Cancer Center
Skills you'll gain: Policy Development, Data Ethics, Responsible AI, Stakeholder Engagement, Intellectual Property, Compliance Management, Regulation and Legal Compliance, Legal Strategy, Artificial Intelligence, Governance, Generative AI, Education and Training, Data Science
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: GitHub, DevOps, Version Control, CI/CD, Continuous Integration, Continuous Deployment, Development Environment, Software Development, Amazon Elastic Compute Cloud
Intermediate · Course · 1 - 4 Weeks

Scrimba
Skills you'll gain: Data Structures, Programming Principles, Python Programming, User Interface (UI), Scripting, Scripting Languages, Computer Programming, Web Development Tools, Software Engineering, Web Development
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Kubernetes, Cloud-Native Computing, Docker (Software), Containerization, Microservices, DevOps, Application Deployment, YAML, Virtualization, Command-Line Interface
Beginner · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Network Security, Cyber Attacks, Information Systems Security, Firewall, Malware Protection, Intrusion Detection and Prevention, Brute-force attacks, Internet Of Things, Threat Detection, Exploitation techniques, Network Protocols, Network Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Text Mining, Data Processing, Microsoft Azure, Cloud Storage, Database Development, Data Storage Technologies, Unstructured Data, Application Development, Web Applications
Beginner · Guided Project · Less Than 2 Hours

Scrimba
Skills you'll gain: Hugging Face, Model Deployment, Open Source Technology, Responsible AI, Web Applications, Large Language Modeling, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks