Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

Skills you'll gain: Azure Active Directory, Active Directory, Microsoft Azure, Multi-Factor Authentication, Authentications, Group Policy, IT Security Architecture, User Accounts, Windows Servers, Role-Based Access Control (RBAC), Authorization (Computing), Identity and Access Management, User Provisioning, Cloud Security, Security Assertion Markup Language (SAML), Single Sign-On (SSO), Hybrid Cloud Computing, Self Service Technologies
★ 4.5 (103) · Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Demography, Occupational Health, Environment Health And Safety, Environmental Regulations, Occupational Hygiene, Social Justice, Climate Change Programs, Environmental Issue, Public Health, Health Equity, Environmental Laws, Environment, Environmental Policy, Sustainable Development, Health Disparities, Systems Thinking, Sustainable Systems, Occupational Safety and Health Administration (OSHA), Social Determinants Of Health, Climate Change Mitigation
★ 4.7 (317) · Beginner · Specialization · 3 - 6 Months

University of London
Skills you'll gain: Sustainable Business, Corporate Sustainability, Reverse Logistics, Sustainable Development, Environmental Laws, Environmental Issue, Waste Minimization, Environmental Regulations, Logistics Management, Logistics, Business Modeling, Climate Change Mitigation
★ 4.6 (292) · Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Semiconductors, Electronic Systems, Electrical Engineering, Electronic Components, Electrical and Computer Engineering, Electrical Power, Electronic Hardware, Electronics Engineering, Electronics, Electrical Systems, Materials science, Engineering Calculations, Mathematical Modeling, Applied Mathematics
★ 4.5 (295) · Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Unix Shell, Linux Administration, Linux, Scripting, Scripting Languages, grep, Unix Commands, File Management, Unix, Command-Line Interface, Debugging, Code Reusability, System Configuration, Data Processing, File I/O, User Interface (UI), IT Automation
★ 4.6 (27) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Content Marketing, Blogs, Copywriting, Content Creation, Content Optimization, Web Content, Content Strategy, Digital Content, Marketing Strategies, Search Engine Optimization, Marketing Communications, Persuasive Communication, Driving engagement, Brand Strategy, Web Analytics and SEO, Writing, Brand Awareness
★ 5 (16) · Mixed · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: IT Management, Technology Strategies, Change Management, Information Technology, Governance, Portfolio Management, Project Portfolio Management, Investment Management, System Implementation, Resource Allocation, Return On Investment, Risk Analysis, Financial Analysis, Cost Benefit Analysis, Risk Management, Resource Consumption Accounting, Decision Making
★ 4.7 (756) · Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Workspace, File Management, Collaborative Software, Document Management, Data Sharing, Productivity Software, Shared Media, Cloud Storage, File Systems, Business Software, Content Management, Organizational Skills, Data Management, Identity and Access Management, Role-Based Access Control (RBAC)
★ 4.7 (369) · Beginner · Course · 1 - 3 Months

American Psychological Association
Skills you'll gain: Self-Awareness, Self-Discipline, Relationship Building, Personal Development, Psychology, Relationship Management, Self-Motivation, Culture, Emotional Intelligence, Cultural Sensitivity, Behavior Management, Rapport Building, Decision Making, Goal Setting, Motivational Skills, Social Sciences, Social Studies, Sociology, Interpersonal Communications, Decision Intelligence
★ 4.7 (63) · Beginner · Specialization · 3 - 6 Months

Knowledge Accelerators
Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft Teams, Microsoft PowerPoint, Productivity Software, Risking, Workflow Management, Generative AI Agents, Agentic Workflows, AI powered creativity, Content Development and Management, Document Management, Generative AI, Ethical Standards And Conduct, AI literacy, Language Interpretation, Translation, and Studies, Microsoft Excel, Business Correspondence, Productivity, Business Communication
★ 4.6 (144) · Beginner · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Process Validation, Verification And Validation, Laboratory Testing, Environmental Science, Research, Hazard Analysis, Safety Assurance, Scientific Methods, Science and Research, Biostatistics, Bioinformatics, Research Methodologies, Environmental Regulations, General Science and Research, Research Design, Epidemiology, Risk Analysis, Quantitative Research, Data Synthesis
★ 4.7 (123) · Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Model Optimization, Regression Analysis, Model Training, Statistical Modeling, Predictive Modeling, Fine-tuning, Scientific Visualization, Model Evaluation, Data Preprocessing, Applied Machine Learning, Data Processing, Exploratory Data Analysis, Python Programming, Machine Learning, Development Environment
★ 4.5 (14) · Intermediate · Guided Project · Less Than 2 Hours