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.

DeepLearning.AI
Skills you'll gain: Hugging Face, LLM Application, Generative AI, Embeddings, Model Deployment, Cloud Deployment, Natural Language Processing, Large Language Modeling, Applied Machine Learning, Image Analysis, User Interface (UI), API Design, Fine-tuning, Computer Vision
Beginner · Project · Less Than 2 Hours

Skills you'll gain: iOS Development, Apple iOS, Swift Programming, Apple Xcode, Code Review, UI Components, Unit Testing, Mobile Development, User Interface (UI), User Interface (UI) Design, Application Development, User Interface and User Experience (UI/UX) Design, Application Design, Interactive Design, Code Reusability
Intermediate · Course · 1 - 4 Weeks

Politecnico di Milano
Skills you'll gain: Research, Scientific Methods, Data Sharing, Ethical Standards And Conduct, Informatics, Intellectual Property, Technical Writing
Beginner · Course · 1 - 3 Months

Packt
Skills you'll gain: Change Management, Organizational Change, Leadership and Management, Business Transformation, Business Leadership, Leadership Development, Organizational Leadership, People Management, Culture Transformation, Continuous Improvement Process, Overcoming Objections, Emotional Intelligence, Strategic Planning, Overcoming Obstacles, Drive Engagement
Intermediate · Course · 1 - 4 Weeks

Stanford University
Skills you'll gain: Food and Beverage, Sustainable Development, Nutrition and Diet, Sustainable Systems, Environment, Nutrition Education, Sustainability Standards, Sustainable Technologies, Environment and Resource Management, Environmental Issue, Climate Change Mitigation, Environmental Science, Emerging Technologies, Innovation
Beginner · Course · 1 - 4 Weeks

McMaster University
Skills you'll gain: Lifelong Learning, Learning Strategies, Open Mindset, Growth Mindedness, Adaptability, Professional Development, Mentorship, Personal Development, Stress Management, Empowerment, Overcoming Obstacles, Learning Styles, Creativity, Meditation & Breathwork, Cultural Diversity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard, Data Modeling, Data Import/Export, Dashboard Creation, Interactive Data Visualization, Data Cleansing, Business Intelligence, Data Transformation, Power Platform Architecture & Technical Design, Business Intelligence Software, Data Visualization Software, Data Sharing, Role-Based Access Control (RBAC), Security Strategy
Beginner · Course · 1 - 3 Months

Skills you'll gain: AutoCAD, Architectural Drawing, Technical Drawing, Computer-Aided Design, Drafting and Engineering Design, Architectural Design, Design Specifications, Building Design, Safety Standards, Technical Design
Beginner · Course · 1 - 4 Weeks
Alberta Machine Intelligence Institute
Skills you'll gain: Prompt Engineering, Large Language Modeling, Responsible AI, Generative AI, Generative Model Architectures, LLM Application, AI powered creativity, Data Ethics, AI literacy, AI Workflows, Business Ethics, ChatGPT, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Computer Vision, Natural Language Processing, Reinforcement Learning, Data Processing, Data Science
Beginner · Specialization · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Systems Thinking, Materials science, Quantum computing, Biology, Science and Research, Scientific Methods, Mathematical Modeling, Physics, Applied Mathematics, Neurology, Cell Biology
Mixed · Course · 1 - 3 Months

Rice University
Skills you'll gain: Ancient History, Timelines, Social Impact, Public History, Social Justice, Anthropology, Scientific Methods, World History, Social Sciences, Culture, Social Studies, Peer Review, Science and Research, Environment, Case Studies, Environmental Science, Liberal Arts, Community Development, Investigation, Data Analysis
Beginner · Specialization · 3 - 6 Months

UNSW Sydney (The University of New South Wales)
Skills you'll gain: Design Thinking, Design Strategies, Business Transformation, Workforce Development, Strategic Thinking, Automation, Digital Transformation, Emerging Technologies, Innovation, Service Design, Forecasting
Beginner · Course · 1 - 4 Weeks