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 California, Irvine
Skills you'll gain: Decision Support Systems, Database Design, Relational Databases, Database Management, SQL, Descriptive Statistics, Statistics, Statistical Analysis, Business Intelligence, Microsoft Excel, Data Processing, Extract, Transform, Load, Business Analytics, Data Manipulation, Data Science
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Discussion Facilitation, Diversity Awareness, Social Justice, Interviewing Skills, Cultural Sensitivity, Cultural Diversity, Interpersonal Communications, Sociology, Diversity Equity and Inclusion Initiatives, Storytelling, Multimedia
Intermediate · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Virtual Teams, Telecommuting, Interpersonal Communications, Trustworthiness, Collaboration, Team Building, Social Skills, Rapport Building, Communication, Teamwork, Relationship Building, Team Leadership, Leadership, Leadership Development, Expectation Management
Beginner · Course · 1 - 4 Weeks

American Council on Exercise
Skills you'll gain: Nutrition Education, Nutrition and Diet, Mental Health, Nutrition Counseling, Mindfulness, Exercise Science, Mental Concentration, Community Health, Preventative Care, Health Education, Health Promotion, Health Technology, Injury Prevention, Stress Management, Clinical Nutrition, Behavioral Health, Pharmacology, Geriatrics, Personal Development, Behavior Management
Intermediate · Specialization · 3 - 6 Months

Macquarie University
Skills you'll gain: Data-Driven Decision-Making, Microsoft Excel, Forecasting, Regression Analysis, Business Analytics, Excel Formulas, Statistical Analysis, Data Analysis Software, Time Series Analysis and Forecasting, Spreadsheet Software, Pivot Tables And Charts, Analytics, Statistical Methods, Advanced Analytics, Data Analysis, Statistics, Productivity Software, Data Visualization Software, Probability & Statistics, Statistical Inference
Advanced · Course · 1 - 3 Months

Simplilearn
Skills you'll gain: Data Structures, C (Programming Language), Programming Principles, Data Management, Algorithms, Computer Programming, File I/O
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Food and Beverage, Production Process, Quality Assessment, Quality Control, Quality Monitoring, Product Quality (QA/QC), Water Quality, Chemistry, Process Control, Manufacturing Standards, Manufacturing Processes, Engineering, Scientific, and Technical Instruments, Biochemistry, Laboratory Testing, Scientific Visualization, Analytical Testing, Consumer Behaviour, Systems Of Measurement, Product Testing, Laboratory Equipment
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: MySQL Workbench, Database Design, MySQL, Relational Databases, Database Management, Databases, Database Management Systems, SQL, Data Modeling, Data Import/Export
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Content Management Systems, Webpack, Frontend Performance, Search Engine Optimization, Web Development Tools, WordPress, Web Analytics and SEO, Web Development, Web Content, Build Tools, Front-End Web Development, Performance Tuning, Debugging, Test Automation, Software Testing, Javascript
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Skills you'll gain: Maternal Health, Epidemiology, Public Health, Crisis Intervention, Infectious Diseases, Surveys, Community Health, Sanitation, Emergency Response, Mental Health, Infant Care, Ethical Standards And Conduct, Nutrition Education
Beginner · Course · 1 - 3 Months

Skills you'll gain: Education Software and Technology, Virtual Environment, Teaching, Collaborative Software, Data Sharing, Google Workspace
Beginner · Guided Project · Less Than 2 Hours

L&T EduTech
Skills you'll gain: Design Reviews, Autodesk Revit, Building Information Modeling, Visualization (Computer Graphics), Augmented and Virtual Reality (AR/VR), Engineering Analysis, Architectural Engineering, Coordination, Structural Engineering, Construction Management, Construction, Technical Standard
Intermediate · Course · 1 - 3 Months