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 London
Skills you'll gain: Arithmetic, Applied Mathematics, Computer Science, General Mathematics, Numerical Analysis, Mathematical Modeling, Algebra, Cryptography, Logical Reasoning, Geometry, Deductive Reasoning
★ 4.2 (282) · Beginner · Course · 1 - 4 Weeks

28DIGITAL
Skills you'll gain: Data Strategy, Data-Driven Decision-Making, Big Data, Data Science, NoSQL, Data Modeling, Data Storage Technologies, Analytics, Business Analytics, Machine Learning Methods, Data Analysis, Risking, Data Literacy, Data Ethics, Machine Learning, Unsupervised Learning, Regression Analysis, Descriptive Analytics, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML)
★ 4.3 (274) · Beginner · Course · 1 - 4 Weeks

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Google Gemini, Prompt Patterns, Generative AI Agents, Gemini, AI Personalization, Responsible AI, Generative AI, ChatGPT, Microsoft Copilot, AI Workflows, Writing, Business Writing, Business Process Automation, Writing and Editing, Productivity, AI Integrations, Automation, Artificial Intelligence and Machine Learning (AI/ML), Presentations
★ 4.8 (15) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Financial Reporting, Financial Statement Analysis, Financial Accounting, Financial Statements, Inventory Accounting, Financial Analysis, Depreciation, Corporate Accounting, Income Statement, Balance Sheet, International Finance, Fixed Asset, Compensation Analysis, Capital Expenditure, Corporate Finance, Finance, Compensation and Benefits, Project Finance, Data Analysis, Entrepreneurial Finance
Mixed · Course · 1 - 3 Months

Aptly
Skills you'll gain: TikTok, Social Media Content, Social Media Marketing, Business Marketing, Content Scheduling, Brand Marketing, Social Media Strategy, Social Media, Content Creation, Marketing Strategies, Content Marketing, Marketing, Web Presence, Brand Awareness, Driving engagement, Content Strategy, Branding, Content Development and Management, Customer Engagement
★ 4.9 (14) · Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Financial Statement Analysis, Financial Statements, Capital Budgeting, Cost Estimation, Environmental Social And Corporate Governance (ESG), Financial Analysis, Portfolio Risk, Sustainability Reporting, Risk Mitigation, Risk Analysis, Project Risk Management, Risk Management, Budgeting, Cost Management, Income Statement, Risk Modeling, Financial Modeling, Estimation, Portfolio Management, Project Finance
★ 4.8 (389) · Beginner · Specialization · 3 - 6 Months

Fractal Analytics
Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Generative Model Architectures, Code Review, Data Ethics, AI Workflows, AI literacy, Artificial Intelligence, Object Oriented Programming (OOP), Risking, Machine Learning Methods, Artificial Neural Networks, Maintainability, Computer Programming, AI powered creativity, Debugging, Problem Solving, Critical Thinking, Data Analysis
★ 4.6 (352) · Beginner · Specialization · 1 - 3 Months

AI CERTs
Skills you'll gain: Curriculum Planning, Classroom Management, Curriculum Development, Instructional and Curriculum Design, Teaching, Instructional Strategies, Student Engagement
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Caregiving, Child Welfare, Sociology, Healthcare Ethics, Long Term Care, Dignity in Care, Health Care, Surveys, Social Sciences, Home Health Care, Social Justice, Care Coordination, Culture, Care Management, Socioeconomics, Liberal Arts, Supply And Demand, Cultural Diversity, Healthcare Industry Knowledge, Media and Communications
★ 4.8 (35) · Beginner · Specialization · 3 - 6 Months
University of Colorado Boulder
Skills you'll gain: Electrical Safety, Electrical Systems, High Voltage, Simulation and Simulation Software, Simulations, Electronic Components, Safety Standards, Estimation, Control Systems, Thermal Management, Electronics, Mathematical Modeling, Power Electronics, Electrical Power, Failure Analysis, Electrical Engineering, Energy and Utilities, Model Evaluation, Mathematical Software, Applied Mathematics
★ 4.7 (2.6K) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Excel Formulas, Spreadsheet Software, Financial Modeling, Microsoft Excel, Pivot Tables And Charts, Excel Macros, Data Visualization, Dashboard, Data Management, Data Cleansing, Financial Data, Financial Analysis, Finance, Productivity, Analysis, Data Analysis, Business Analysis, Gap Analysis, LESS, Business
Mixed · Course · 1 - 3 Months

University of Pittsburgh
Skills you'll gain: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Plot (Graphics), Statistics, Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
★ 3.6 (14) · Beginner · Specialization · 1 - 3 Months