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 Maryland, College Park
Skills you'll gain: Agile Project Management, Scrum (Software Development), Sprint Planning, Scaled Agile Framework, Sprint Retrospectives, Agile Software Development, Agile Methodology, Team Management, Project Management Institute (PMI) Methodology, Agile Product Development, Team Building, Backlogs, Kanban Principles, Project Management, Planning, User Story, Lean Methodologies, Continuous Delivery, Risk Management Framework, Product Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Medical Privacy, Personally Identifiable Information, Cyber Security Strategy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Information Privacy, Security Awareness, Data Security, Cybersecurity, Health Information Management and Medical Records, Cyber Attacks, Information Assurance, Security Controls, Health Information Management, General Data Protection Regulation (GDPR), Computer Security Awareness Training, Data Sharing, Security Strategy, Authorization (Computing), Healthcare Industry Knowledge, Health Care Procedure and Regulation
Beginner · Course · 1 - 3 Months

Skills you'll gain: MySQL, Business Intelligence, Role-Based Access Control (RBAC), SQL, Relational Databases, Database Software, Data Presentation, Database Management Systems, Data Visualization Software, Database Management, Databases, Data Access, Authorization (Computing), Query Languages, Performance Tuning
Beginner · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Command-Line Interface, Python Programming, Big Data, Data Science
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Adobe Acrobat, AI literacy, Document Management, Workflow Management, Web Content Accessibility Guidelines, Business Process, Collaborative Software, Productivity Software, Data Loss Prevention, Security Controls, Microsoft Word, AI powered creativity, Data Security, Technical Communication, File Management, Collaboration, AI Enablement, Project Documentation, AI Workflows, Prompt Patterns
Beginner · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Email Marketing, Direct Marketing, Campaign Management, Data Cleansing, Driving engagement, Marketing Automation, Campaign Planning, Customer Engagement, Customer Retention, Drive Engagement, Analysis
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Python Programming, Programming Principles, Computational Logic, Jupyter, Development Environment
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Governance, Compliance Training, Compliance Management, Business Ethics, Legal Risk, Regulatory Compliance, Ethical Standards And Conduct, Commercial Laws, Accountability, Law, Regulation, and Compliance, Public Accounting, Accounting, Auditing, Financial Management, Stakeholder Management, Stakeholder Analysis
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: SAS (Software), Data Manipulation, Data Import/Export, Data Cleansing, Data Analysis, Data Validation, Statistical Programming, Microsoft Excel, Data Processing, Exploratory Data Analysis, Data Transformation, Data Preprocessing, Descriptive Statistics
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Web Content Accessibility Guidelines, Learning Management Systems, Disabilities, Education Software and Technology, Digital pedagogy, Document Management, Technical Writing, Technical Communication, Microsoft Office, Image Analysis
Beginner · Course · 1 - 3 Months
Madecraft
Skills you'll gain: Growth Mindedness, Negotiation, Overcoming Obstacles, Empowerment, Professional Development, Promotional Strategies, Tenacity, Resilience, Goal Setting, Strategic Planning, Personal Development, Persistence, Courage, Relationship Building, Leadership, Self-Awareness, Stakeholder Management, Executive Presence, Leadership Development, Persona Development
Beginner · Course · 1 - 3 Months

Erasmus University Rotterdam
Skills you'll gain: Microsoft Excel, Excel Formulas, Verification And Validation, Financial Modeling, Business Modeling, Spreadsheet Software, Technical Documentation, Maintainability, Data Management, Business Reporting, Data Visualization
Intermediate · Course · 1 - 4 Weeks