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.

Skills you'll gain: Microbiology, Pharmacology, Sensory Systems Analysis, Health Disparities, Molecular Biology, Infection Control, Infectious Diseases, Chemistry, Social Sciences, Biochemistry, Psychology, Molecular, Cellular, and Microbiology, Sociology, Cultural Sensitivity, Analytical Chemistry, Immunology, Behavior Management, Biology, Decision Making, Taxonomy
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: PySpark, Apache Spark, Scala Programming, Extract, Transform, Load, Data Pipelines, Customer Analysis, Apache Hadoop, Big Data, Data Processing, Advanced Analytics, Apache Maven, Statistical Modeling, Data Engineering, Text Mining, Customer Insights, Data Transformation, Data Analysis, MySQL, Apache, Python Programming
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Computational Thinking, Programming Principles, Functional Design, Python Programming, Software Installation, Program Development, Algorithms, Computational Logic, Scripting, Code Reusability, Computer Programming, Development Environment
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Collaborative Software, Software Development Tools, Software Development Methodologies, Agile Project Management, Agile Methodology, AI Integrations, Responsible AI, AI Enablement, AI Workflows, Software Engineering, Software Engineering Tools, Data Ethics, Generative AI
Intermediate · Course · 1 - 4 Weeks

Universitat Politècnica de València
Skills you'll gain: Web Content Accessibility Guidelines, Disabilities, Adaptive Equipment, Hypertext Markup Language (HTML), Web Applications, Visual Impairment Education, Web Design, User Interface (UI), Digital Design, Diversity Awareness, Android (Operating System), Apple iOS, Diversity Equity and Inclusion Initiatives
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Java, Application Development, Java Programming, Software Engineering, Microsoft Visual Studio, Data Structures, Programming Principles, Algorithms
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Talent Recruitment, People Analytics, AI Enablement, HR Tech, Diversity Equity and Inclusion Initiatives, Artificial Intelligence, Ethical Standards And Conduct, Scalability
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Performance Testing, Scalability, Data Architecture, Software Architecture, Distributed Computing, Performance Stress Testing, Predictive Modeling, Performance Tuning, Microservices, Big Data, Database Architecture and Administration, System Testing, Software Engineering, Data Store, Model Evaluation
Build toward a degree
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Marketing Automation, Personalized Campaigns, Microsoft Copilot, Prompt Engineering Tools, Marketing Operations, Marketing, Campaign Planning, Data-Driven Marketing, Campaign Management, AI Enablement, Market Intelligence, Marketing Analytics, Email Marketing, AI Personalization, Predictive Analytics, Data-Driven Decision-Making, Power BI, Business, Leadership Development
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Human Resources Management and Planning, Communication, Relationship Building
Intermediate · Course · 1 - 3 Months

British Standards Institution
Skills you'll gain: Prompt Engineering, Data Ethics, Compliance Management, Compliance Training, Risking, AI Security, Regulatory Compliance, AI Enablement, Law, Regulation, and Compliance, Regulatory Requirements, Artificial Intelligence, Management Training And Development, Risk Management, Data Management, Business Ethics, Ethical Standards And Conduct, Leadership, Organizational Strategy, Communication Strategies, Innovation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Open Web Application Security Project (OWASP), SonarQube, Threat Modeling, Secure Coding, Application Security, Security Testing, DevSecOps, Code Review, Maintainability, Vulnerability Scanning, Software Quality (SQA/SQC), Risk Mitigation, Software Quality Assurance, MITRE ATT&CK Framework, Vulnerability Assessments, Cyber Security Assessment, Software Technical Review, Continuous Integration, Vulnerability Management, Cyber Attacks
Intermediate · Specialization · 1 - 3 Months