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 Maryland, College Park
Skills you'll gain: Cybersecurity, Cyber Security Strategy, Cyber Governance, Cyber Risk, Security Strategy, Cyber Security Policies, Computer Security Awareness Training, Security Management, Security Awareness, Information Privacy, Infrastructure Security, Risk Management, Risk Management Framework, Dependency Analysis
Beginner · Course · 1 - 3 Months
West Virginia University
Skills you'll gain: Sales Territory Management, Sales Management, Regional Sales, Sales, Marketing Budgets, Business Ethics, Legal Risk, Forecasting, Operating Budget, Budgeting, Market Share, Ethical Standards And Conduct, Performance Analysis, Commercial Laws, Pareto Chart, Cost Accounting, Market Analysis, Law, Regulation, and Compliance
Beginner · Course · 1 - 4 Weeks

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
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
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
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
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
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
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
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
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
Beginner · Specialization · 3 - 6 Months