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 Colorado Boulder
Skills you'll gain: Network Analysis, Social Network Analysis, Marketing Analytics, Social Media Analytics, Scientific Visualization, Statistical Methods, Text Mining, Data Structures, JSON, Natural Language Processing, Data Processing, Python Programming, Feature Engineering
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Sensory Systems Analysis, Exercise Science, Human Musculoskeletal System, Neurology, Physiology, Anatomy, Mechanics, Rehabilitation
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Strategic Sourcing, Supplier Risk Management, Supplier Management, Procurement, Vendor Management, Supplier Relationship Management, Project Scoping, Supply Management, Keyword Research, Market Analysis, Market Intelligence, Market Research, Market Data, Scope Management, Business Research, Report Writing, Data Collection, Project Documentation
Beginner · Course · 1 - 4 Weeks
Madecraft
Skills you'll gain: Employee Engagement, Culture Transformation, Team Building, Organizational Development, Team Management, Collaboration, Leadership Development, Cross-Functional Collaboration, Organizational Change, Performance Management, Accountability, Employee Onboarding, People Management, Culture, Change Management, Workforce Development, Employee Retention, Constructive Feedback, Trustworthiness, Communication
Intermediate · Specialization · 3 - 6 Months
University of Colorado Boulder
Skills you'll gain: Engineering Analysis, Mechanics, Finite Element Methods, Differential Equations, Applied Mathematics, Mathematical Modeling
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Extensible Markup Language (XML), Extensible Languages and XML, Cascading Style Sheets (CSS), HTML and CSS, Hypertext Markup Language (HTML), Verification And Validation, Front-End Web Development
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Microsoft Excel, Analytical Skills, Dashboard Creation, Excel Formulas, Spreadsheet Software, Dashboard, Data Analysis, IBM Cognos Analytics, Pivot Tables And Charts, Data Analysis Software, Analysis, Data Visualization Software, Data Cleansing
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Pandas (Python Package), Plot (Graphics), Exploratory Data Analysis, Microsoft Excel, Statistical Visualization, Pivot Tables And Charts, Data Manipulation, Box Plots, Data Visualization, Descriptive Statistics, Time Series Analysis and Forecasting, Data Cleansing, Spreadsheet Software, Data Transformation, Feature Engineering, Data Wrangling, Data Import/Export, Data Analysis, Data Integration, Python Programming
Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: AI powered creativity, Media Production, Post-Production
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Command-Line Interface, Linux, Unix Shell, Scripting, File I/O
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Education Software and Technology, Google Workspace, Digital pedagogy
Beginner · Guided Project · Less Than 2 Hours

University of California, Davis
Skills you'll gain: Social Media Content, Social Media Management, Social Media, Responsible AI, Content Strategy, Content Creation, Social Media Campaigns, Social Media Strategy, Generative AI Agents, Content Scheduling, Generative AI, Campaign Management, Social Media Marketing, Ideation, AI literacy, Prompt Engineering, Business Ethics, Ethical Standards And Conduct, Editing
Intermediate · Course · 1 - 4 Weeks