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 Minnesota
Skills you'll gain: Compensation Management, Compensation Strategy, Compensation and Benefits, Benefits Administration, Labor Compliance, Employee Retention, Employee Performance Management, Employee Engagement, Labor Law, Performance Management
★ 4.7 (1.9K) · Mixed · Course · 1 - 4 Weeks

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Writing, Grammar, Writing and Editing, Language Competency, Literacy, English Language, Intellectual Property
★ 4.2 (6) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Responsive Web Design, Storyboarding, Wireframing, User Experience Design, UI/UX Research, User Experience, Usability Testing, Information Architecture, Presentations, Web Design, User Research, Design Thinking, Figma (Design Software), Usability, Design Reviews, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Web Content Accessibility Guidelines, Web Presence, Interviewing Skills
★ 4.8 (100K) · Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: User Story, Cloud Deployment, CI/CD, Unit Testing, Software Development Life Cycle, Open Web Application Security Project (OWASP), Continuous Integration, OpenShift, Istio, Kubernetes, Linux Commands, Cloud Infrastructure, Test Driven Development (TDD), Devops Tools, Git (Version Control System), DevOps, Grafana, Software Engineering, Data Import/Export, Application Development
★ 4.6 (66K) · Beginner · Professional Certificate · 3 - 6 Months

Vanderbilt University
Skills you'll gain: Claude Code, Prompt Engineering, Model Context Protocol, ChatGPT, Anthropic Claude, Prompt Patterns, Token Optimization, AI Workflows, Prompt Engineering Tools, Generative AI Agents, Multimodal Prompts, Agentic Workflows, AI Orchestration, AI Enablement, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Agentic systems, AI Product Strategy, AI Personalization
★ 4.8 (8.3K) · Beginner · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: English Language, Critical Thinking, Oral Comprehension, Vocabulary, Literacy, Writing, Oral Expression, Learning Strategies, Language Competency, Analytical Skills, Art History, Active Listening, Language Interpretation, Translation, and Studies, Critical Thinking and Problem Solving, Language Learning, Communication Strategies, Problem Solving, Organizational Skills, Verbal Communication Skills, Communication
Advanced · Specialization · 1 - 3 Months

Shanghai Jiao Tong University
Skills you'll gain: Language Learning, Culture, English Language, Cultural Diversity, Liberal Arts, Multilingualism, Diversity Awareness, Anthropology, Intercultural Competence, Social Studies, Sociology, Demography
★ 4.5 (10) · Intermediate · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: English Language, Sustainable Business, Culture, Environmental Science, Sustainable Development, Environmental Issue, Oral Comprehension, Social Sciences, Language Learning, Environment, Literacy, Corporate Sustainability, Sociology, Community Development, Social Studies, Language Competency, Psychology, Verbal Communication Skills, Vocabulary, Communication
Intermediate · Specialization · 1 - 3 Months

Edureka
Skills you'll gain: MLOps (Machine Learning Operations), DevOps, CI/CD, Continuous Deployment, Devops Tools, Continuous Integration, Application Deployment, Application Lifecycle Management, Kubernetes, Applied Machine Learning, Machine Learning, Machine Learning Methods, Docker (Software), Containerization, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Statistical Machine Learning, Machine Learning Algorithms, Apache Kafka, Amazon Web Services
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Intercultural Competence, Cultural Diversity, Cultural Sensitivity, English Language, Language Learning, Verbal Communication Skills, Social Skills, Language Competency, Communication Strategies, Interpersonal Communications, Communication, Planning, Grammar, Vocabulary, Relationship Building
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Computer Vision, Convolutional Neural Networks, Transfer Learning, Model Evaluation, Machine Learning Methods, Image Quality, Model Training, Fine-tuning, Classification Algorithms, Machine Learning Algorithms, Deep Learning, Model Optimization, Network Architecture
★ 4.3 (1.4K) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Natural Language Processing, Supervised Learning, Embeddings, Applied Machine Learning, Dimensionality Reduction, Text Mining, Statistical Machine Learning, Classification Algorithms, Logistic Regression, Feature Engineering, Probability & Statistics
★ 4.6 (4.6K) · Intermediate · Course · 1 - 4 Weeks