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.

Scrimba
Skills you'll gain: Typography, Responsive Web Design, Cascading Style Sheets (CSS), HTML and CSS, UI Components, Web Design, Web Design and Development, Front-End Web Development, Animations, Mockups, User Interface (UI), User Interface (UI) Design, Web Development, Color Theory, Debugging
★ 4.5 (53) · Intermediate · Specialization · 1 - 3 Months

Peking University
Skills you'll gain: Business Planning, Team Building, Business Modeling, Entrepreneurship, Entrepreneurial Finance, Fundraising and Crowdsourcing, Marketing Strategies, Team Management, Talent Management, Legal Risk, Business Valuation, Proposal Development, Commercial Laws, Initiative and Leadership, Strategic Thinking, Innovation, Business Leadership, Market Analysis
★ 4.7 (181) · Mixed · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Resource Allocation, Cash Flows, Cost Reduction, Financial Acumen, Business Valuation, Business Acumen, Cost Control, Return On Investment, Financial Analysis, Growth Strategies, Revenue Management, Asset Management, Business Strategy, Stakeholder Engagement, Operational Efficiency, Expectation Management, Strategic Decision-Making, Microsoft Excel
★ 4.7 (178) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Devops Tools, DevOps, CI/CD, Cloud Deployment, Software Development Tools, User Story, Microservices, OpenShift, Continuous Integration, Agile Software Development, Cloud-Native Computing, Code Review, Kubernetes, Test Driven Development (TDD), Continuous Deployment, Continuous Delivery, Scrum (Software Development), Agile Methodology, Collaborative Software, Cloud Computing
★ 4.8 (179) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Exploratory Data Analysis, Model Optimization, Model Training, Applied Machine Learning, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Data Wrangling, Model Evaluation, Data Preprocessing, Statistical Machine Learning, Feature Engineering
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Management Accounting, Cost Accounting, Performance Management, Accounting, Cost Management
★ 4.5 (208) · Beginner · Guided Project · Less Than 2 Hours

Arizona State University
Skills you'll gain: Manufacturing Processes, Schematic Diagrams, Process Flow Diagrams, Computer-Aided Design, Production Process
★ 4.7 (118) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Generative AI, Fraud detection, Generative Model Architectures, AI Personalization, Generative Adversarial Networks (GANs), Regulatory Compliance, AI Product Strategy, Predictive Analytics, Financial Services, Financial Regulations, Personalized Service, Payroll Reporting, Financial Forecasting, Financial Trading, Market Data, Financial Reporting, Prompt Engineering, FinTech, Compliance Management, Artificial Intelligence
★ 3.9 (88) · Beginner · Course · 1 - 4 Weeks

Knowledge Accelerators
Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft Teams, Prompt Patterns, Productivity Software, Prompt Engineering Tools, Risking, Data Ethics, Workflow Management, Team Performance Management, Generative AI Agents, Agentic Workflows, AI powered creativity, Content Development and Management, Goal Setting, Generative AI, Microsoft Excel, Productivity, Microsoft PowerPoint, Business Communication
★ 4.2 (31) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Process Mapping, Root Cause Analysis, Lean Six Sigma, Lean Methodologies, Correlation Analysis, Process Improvement, Quality Improvement, Project Risk Management, Lean Manufacturing, Six Sigma Methodology, Risk Management, Process Analysis, Regression Analysis, Process Improvement and Optimization, Statistical Methods, Statistics, Statistical Process Controls, Continuous Improvement Process, Data Collection, Quality Management
★ 4.5 (43) · Beginner · Specialization · 3 - 6 Months

The University of Melbourne
Skills you'll gain: Financial Statement Analysis, Financial Analysis, Portfolio Risk, Investments, Investment Management, Financial Statements, Business Valuation, Capital Budgeting, Portfolio Management, Risk Modeling, Return On Investment, Risk Management, Finance, Risk Analysis, Financial Market, Risk Appetite, Corporate Finance, Cost Estimation, Decision Making, Correlation Analysis
★ 4.7 (320) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Reconciliation, Accounting Records, Bookkeeping, Financial Reporting, Finance, Accounting, Record Keeping, Financial Statements, Automation
★ 4.4 (110) · Beginner · Course · 1 - 4 Weeks