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.
Chris Croft Training
Skills you'll gain: Creative Problem-Solving, Creative Thinking, Brainstorming, Ideation, Creativity, Problem Solving, Innovation, Critical Thinking and Problem Solving, Cognitive flexibility, Open Mindset, Critical Thinking, Strategic Thinking, Independent Thinking, Thought Leadership, AI powered creativity, Collaboration, Creative Design, Initiative and Leadership, Leadership, Leadership and Management
Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Finite Element Methods, Engineering Analysis, Mathematical Software, Numerical Analysis, Mathematical Modeling, Advanced Mathematics, C++ (Programming Language), Structural Engineering, Mechanics, Integral Calculus
Intermediate · Course · 3 - 6 Months

Dartmouth College
Skills you'll gain: Simulations, Simulation and Simulation Software, Analytics, Digital Transformation, Complex Problem Solving, Predictive Analytics, Data-Driven Decision-Making, Process Modeling, Verification And Validation, Probability, Process Optimization, Data Integration, Risk Management, Probability Distribution, Python Programming, Event-Driven Programming, Decision Making, Performance Analysis
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Probability, Probability & Statistics, Probability Distribution, Bayesian Statistics, Sampling (Statistics), Data Analysis, Correlation Analysis, Statistical Analysis, Applied Mathematics, Data Collection
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: 3D Assets, 3D Modeling, Unreal Engine, Video Game Development, Animation and Game Design, Visualization (Computer Graphics), Computer Graphics, Digital Assets, User Experience Design, Experience Design, Computer Graphic Techniques, Graphical Tools, Course Development, User Interface and User Experience (UI/UX) Design, Design Software, Predictive Modeling, Control Panels, Asset Management, Geometry, User Interface (UI) Design
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Excel Formulas, Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Data Analysis, Data Synthesis, Data Presentation, Data Transformation, Data Cleansing, Data Manipulation
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Data Structures, Python Programming, Programming Principles, Code Reusability, Data Access, Computational Logic, Data Management, Computational Thinking, Jupyter, Development Environment
Beginner · Specialization · 3 - 6 Months

University of Toronto
Skills you'll gain: Apple iOS, iOS Development, Swift Programming, Mobile Development, Application Design, Application Development, User Interface (UI), UI Components, Human Computer Interaction, Interactive Design, Interaction Design, Graphical Tools, Graphic and Visual Design, Data Persistence, Animations, Computer Graphics, Persistence, Network Model
Mixed · Course · 1 - 3 Months

Skills you'll gain: Collaborative Software, Agile Project Management, Team Leadership, Leadership Studies, Virtual Teams, Agile Methodology, Organizational Leadership, Drive Engagement, Telecommuting, Innovation, Team Management, Team Building, Team Performance Management, Communication, Communication Strategies, Employee Engagement, Change Management, Empowerment
Beginner · Course · 1 - 4 Weeks

Simplilearn
Skills you'll gain: API Testing, Performance Testing, Performance Stress Testing, Test Script Development, Application Programming Interface (API), Test Tools, Software Testing, Test Planning, Scenario Testing, System Testing, Scripting, Simulations, Scalability, Software Installation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Change Management, Organizational Change, Management Training And Development, Leadership and Management, Storytelling, Business Transformation, Culture Transformation, Drive Engagement, Organizational Leadership, Stakeholder Communications, Empathy, Stakeholder Engagement, Communication, Digital Transformation, Team Motivation, Sustainable Systems, Resilience, Communication Strategies
Intermediate · Course · 1 - 4 Weeks
STARWEAVER
Skills you'll gain: Prompt Engineering, Responsible AI, ChatGPT, Generative AI, AI literacy, Large Language Modeling, AI Enablement, Data Ethics, AI Workflows, Risking, Artificial Intelligence, AI Personalization, AI Integrations, Emerging Technologies, Workflow Management, Decision Making, Business, Verification And Validation
Intermediate · Course · 1 - 4 Weeks