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.

University of Colorado Boulder
Skills you'll gain: Operations Research, Algorithms, Graph Theory, Network Model, Combinatorics, Mathematical Software, Mathematical Modeling, Theoretical Computer Science, Model Optimization, Python Programming
Build toward a degree
Advanced · Course · 1 - 4 Weeks

University of Cape Town
Skills you'll gain: Climate Change Adaptation, Climate Change Programs, Water Resources, Water Sustainability, Sustainable Development, Environmental Policy, Hydrology, Water Resource Management, Land Management, Environmental Science, Environmental Resource Management, Environment, Natural Resource Management, Environment and Resource Management, Socioeconomics, Economic Development, Vulnerability, Governance
Beginner · Course · 1 - 3 Months

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Videography, Multimodal Prompts, Video Production, Prompt Patterns, AI powered creativity, Visual Storytelling, Photo/Video Production and Technology, Generative AI, Artificial Intelligence, Google Gemini, Cinematography, Gemini, Artificial Intelligence and Machine Learning (AI/ML), Content Creation, Google Workspace
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Responsive Web Design, Flutter (Software), Mobile Development, Data Validation, User Interface (UI) Design, User Interface (UI), Application Design, Application Development, UI Components, Usability, Verification And Validation, Interactive Design, Data Entry
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Business Strategy, Growth Strategies, New Business Development, Business Development, Corporate Strategy, Political Sciences, International Relations, Strategic Thinking, Strategic Planning, Go To Market Strategy, Strategic Partnership, Strategic Decision-Making, Supply Chain, Competitive Analysis, Mergers & Acquisitions, Market Opportunities, Cost Reduction, Decision Making, Risk Management
Build toward a degree
Beginner · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Cultural Diversity, Culture, European History, Social Studies, World History, Economic Development, Ancient History, International Relations, Sociology, Policy Analysis, Research, and Development, Social Justice, Political Sciences
Beginner · Course · 1 - 4 Weeks

Università di Napoli Federico II
Skills you'll gain: NoSQL, Apache Hadoop, Control Systems, Apache Hive, Big Data, Machine Controls, Simulation and Simulation Software, Model Based Systems Engineering, Database Systems, Artificial Intelligence, Data Architecture, Data Infrastructure, Mechanical Engineering, Computer Vision, Laboratory Experience, Systems Architecture, Simulations, Global Positioning Systems, Business Intelligence, Robotics
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Capital Markets, Financial Market, Investments, Derivatives, Financial Regulations, Investment Management, Financial Systems, Securities (Finance), Equities, Financial Trading, Financial Regulation, Securities Trading, Law, Regulation, and Compliance, Portfolio Management, Brokerage
Mixed · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Usability Testing, User Interface (UI), Usability, User Research, UI/UX Research, Human Computer Interaction, User Interface (UI) Design, Interaction Design, Test Planning
Mixed · Course · 1 - 3 Months

The University of Sydney
Skills you'll gain: Health Technology, Health Informatics, Health Systems, Electronic Medical Record System, Electronic Medical Record, Care Coordination, Clinical Informatics, Health Policy, Telehealth, Health Information Management, Patient Education and Support, Clinical Practices, Patient-centered Care, Medical Privacy, Data Management
Mixed · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Software Development Life Cycle, Quality Assurance, Functional Testing, System Testing, Waterfall Methodology
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Innovation, Business Modeling, Technology Strategies, Product Lifecycle Management, Technical Management, Business Transformation, Organizational Strategy, Business Strategies, Business Strategy, Strategic Thinking, Product Management, Market Dynamics, Emerging Technologies, Competitive Analysis
Beginner · Course · 1 - 4 Weeks