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 Illinois Urbana-Champaign
Skills you'll gain: Management Accounting, Performance Measurement, Capacity Management, Cost Accounting, Organizational Strategy, Performance Analysis, Operational Analysis, Financial Accounting, Cost Control, Budget Management, Strategic Decision-Making, Internal Controls, Account Strategy, Accounting, Financial Controls, Management Reporting, Financial Data, Budgeting, Decision Making
★ 3.8 (119) · Beginner · Course · 1 - 4 Weeks

AI Business School
Skills you'll gain: Agentic Workflows, HR Tech, AI Workflows, AI Enablement, AI Personalization, Innovation, Business Analysis, Risk Analysis
★ 5 (11) · Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Product Design, Product Management, Interviewing Skills, Case Studies, Oral Expression, Stakeholder Communications, Portfolio Management, Verbal Communication Skills, User Research, Team Oriented, Estimation, Storytelling, Technical Communication, Analysis, Complex Problem Solving, Data Analysis, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, AI Product Strategy, AI Security, Diversity and Inclusion, Workplace inclusivity, AI Enablement, Employee Retention, Business Leadership, Strategic Leadership, Talent Management, Security Strategy, Organizational Strategy, Ethical Standards And Conduct, AI Integrations, Cross-Functional Collaboration, Workforce Development
★ 4.4 (14) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Collaboration, Educational Materials, Instructional Design, Laboratory Experience, Constructive Feedback, Learning Strategies, Experimentation, Science and Research, Physics, Scientific Methods, Investigation
★ 4.8 (57) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Procurement, Strategic Sourcing, Contract Negotiation, Negotiation, Supplier Management, Purchasing, Supplier Relationship Management, Supplier Performance Management, Proposal Development, Cost Estimation, Excel Formulas, Cost Reduction, Cost Benefit Analysis, Microsoft Excel, Data-Driven Decision-Making, Risk Management, Service Level
Advanced · Course · 1 - 4 Weeks
Skills you'll gain: Sales Territory Management, AI Personalization, Generative AI Agents, Sales Strategy, Customer Engagement, Regional Sales, Sales Process, Lead Generation, Market Intelligence, Sales Enablement, Real Time Data, Personalized Service, Anthropic Claude, Sales Development, AI Enablement, Market Analysis, Responsible AI, Customer Analysis, Ethical Standards And Conduct, Performance Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Audit Working Papers, Incident Management, Governance, Business Risk Management, Dashboard, Process Improvement, Incident Response, Risk Analysis, Compliance Management, Risk Management, Auditing, Cybersecurity, Law, Regulation, and Compliance, ISO/IEC 27001, Training Programs, Performance Reporting, Management Reporting, NIST 800-53, General Data Protection Regulation (GDPR)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Sales Strategy, Lead Generation, Prospecting and Qualification, Sales Process, Sales, Sales Management, Sales Prospecting, General Sales Practices, Data-Driven Decision-Making, Inside Sales, AI Integrations, Email Automation, Workflow Management, Customer Relationship Management (CRM) Software, Case Studies, HubSpot CRM, Predictive Modeling, Automation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: User Interface (UI), User Interface (UI) Design, Responsive Web Design, User Interface and User Experience (UI/UX) Design, User Experience Design, Digital Design, Web Design, Graphic and Visual Design, User Experience, Motion Graphics, Adobe XD, Interactive Design, No-Code Development, Graphic Design, Color Matching, Layout Design, Visual Design, Design, Creative Design, Image Quality
★ 5 (6) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: A/B Testing, Pandas (Python Package), Matplotlib, Plotly, Data Visualization, Statistical Methods, GitHub, Data Manipulation, Scientific Visualization, Statistical Hypothesis Testing, Version Control, Statistical Analysis, Data Science, Python Programming, NumPy, Data Processing, Data Analysis, Git (Version Control System), Collaborative Software, AI Workflows
★ 3.7 (9) · Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Web Scraping, Data Structures, Generative AI, Version Control, Git (Version Control System), Matplotlib, Data Visualization, Web Development, Debugging, Data Literacy, Scripting, Flask (Web Framework), Plotly, Data Ethics, GitHub, Containerization, DevOps, Automation, Data Analysis, Cloud Computing
★ 4.4 (756) · Beginner · Professional Certificate · 3 - 6 Months