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.

Microsoft
Skills you'll gain: Logistic Regression, Web Scraping, Data Visualization, Rmarkdown, Data Presentation, Data Storytelling, Version Control, Leaflet (Software), Statistical Modeling, Statistics, Statistical Hypothesis Testing, Statistical Reporting, Statistical Analysis, Data Cleansing, Probability & Statistics, Data Manipulation, R Programming, Data Preprocessing, R (Software), Data Wrangling
Beginner · Professional Certificate · 3 - 6 Months
STARWEAVER
Skills you'll gain: Generative AI Agents, Data Ethics, Large Language Modeling, Cybersecurity, Artificial Intelligence, Cyber Security Assessment, Technology Strategies, Risk Mitigation, Automation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Debugging, ChatGPT, Token Optimization, Pseudocode, AI literacy, Web Development, Web Development Tools, Artificial Intelligence, Program Development, Web Applications, Software Development, Software Engineering
Intermediate · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity Training, Diversity and Inclusion, Diversity Awareness, Workplace inclusivity, Intercultural Competence, Diversity Programs, Cultural Diversity, Human Resources, Human Resource Strategy, Employee Engagement, Decision Making, Leadership
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Infrastructure as Code (IaC), Responsible AI, Generative AI, DevOps, Devops Tools, CI/CD, Continuous Deployment, AI literacy, Software Documentation, Kubernetes, AI Integrations, Data Ethics, Automation, Innovation, Productivity
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AWS SageMaker, Model Deployment, Internet Of Things, Cloud Deployment, Cloud-Based Integration, Amazon Web Services, Microsoft Azure, Applied Machine Learning, Advanced Analytics, Predictive Analytics, Data Pipelines, Dataflow, Anomaly Detection, Cloud Technologies, Cloud Platforms, Cloud Infrastructure, Analytics, Data Flow Diagrams (DFDs), Cloud Security, Python Programming
Intermediate · Course · 1 - 3 Months

Macquarie University
Skills you'll gain: Oral Expression, Due Diligence, Customer Analysis, Entrepreneurial Finance, Sales Presentations, Ideation, Business Ethics, Stakeholder Engagement, Design Thinking, Selling Techniques, Business Valuation, Marketing Strategy and Techniques, Contract Negotiation, Social Media Campaigns, Market Opportunities, Governance, Social Media Strategy, Negotiation, Digital Media Strategy, Market Analysis
Intermediate · Specialization · 3 - 6 Months
Illinois Tech
Skills you'll gain: Linux, Cloud-Native Computing, Network Security, Linux Administration, Cloud Computing, Amazon Web Services, Infrastructure as Code (IaC), Cloud Computing Architecture, Network Troubleshooting, Operating System Administration, Cloud Platforms, Cloud Storage, Linux Commands, Cloud Technologies, Software-Defined Networking, User Accounts, Network Engineering, Network Monitoring, Cloud Services, Data Infrastructure
Build toward a degree
Beginner · Specialization · 3 - 6 Months

University of California, Santa Cruz
Skills you'll gain: C++ (Programming Language), Object Oriented Design, Software Design Patterns, Object Oriented Programming (OOP), Software Design, Programming Principles, C (Programming Language), Algorithms, Memory Management, Graph Theory, Artificial Intelligence, Data Structures, Simulations
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Restful API, Application Security, Java, Java Programming, Application Frameworks, Model View Controller, Security Controls, Development Environment, Web Applications, Application Programming Interface (API), Apache Maven, Authorization (Computing), Authentications, Configuration Management
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Model Optimization, Token Optimization, Model Deployment, Generative AI, Performance Tuning, Model Evaluation, Performance Testing, Cross Platform Development, PyTorch (Machine Learning Library), Memory Management, Development Environment, Hardware Architecture, Scalability
Intermediate · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Simulations, Probability Distribution, Probability, Statistical Methods, Simulation and Simulation Software, Probability & Statistics, Microsoft Excel, Solution Design, Excel Formulas, Operations Research, Complex Problem Solving, Excel Macros, Business Modeling, Risk Modeling, Data Modeling, Predictive Modeling, Analysis, Estimation
Beginner · Course · 1 - 4 Weeks