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.

The Hong Kong University of Science and Technology
Skills you'll gain: Animation and Game Design, Computational Thinking, Animations, Video Game Development, Programming Principles, Computer Programming, Storytelling, Game Design, Solution Design, Program Development, Coordination
Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Supply Chain Management, Supply Chain Planning, Supply Chain, Inventory Management System, Customer Demand Planning, Inventory and Warehousing, Supplier Risk Management, Supply Management, Demand Planning, Forecasting, Inventory Management, Supplier Management, Logistics, Risking, Supplier Relationship Management, AI Enablement, Decision Intelligence, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Financial Analysis, Technical Analysis, Investment Management, Portfolio Management, Investments, Securities (Finance), Return On Investment, Financial Services, Financial Regulations, Performance Measurement, Analysis, Portfolio Risk, Equities, Wealth Management, Performance Analysis, Risk Analysis, Benchmarking, Asset Management, Credit Risk, Risk Appetite
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Gross Profit, Case Studies, Data Wrangling, Data Manipulation, Dashboard Creation, Performance Analysis, Business Reporting, Data Presentation, Performance Measurement, Financial Acumen, Business Analysis, Fiscal Management, Time Series Analysis and Forecasting
Beginner · Course · 1 - 4 Weeks

STARWEAVER
Skills you'll gain: Lean Manufacturing, Lean Methodologies, Kaizen Methodology, Process Mapping, Cross-Functional Collaboration, Kanban Principles, Process Analysis, Employee Engagement, Process Optimization, Operational Excellence, Operational Efficiency, Continuous Improvement Process, Process Improvement and Optimization, Process Improvement, Business Process, Workflow Management, Culture Transformation, Leadership, Waste Minimization, Change Management
Beginner · Course · 1 - 4 Weeks

Corporate Finance Institute
Skills you'll gain: Credit Risk, Loans, Capital Expenditure, Lending and Underwriting, General Lending, Consumer Lending, Mortgage Loans, Commercial Lending, Financial Analysis, Financial Statement Analysis, Risk Analysis, Corporate Finance
Beginner · Course · 1 - 3 Months

University of Cape Town
Skills you'll gain: Sustainable Development, Environment and Resource Management, Natural Resource Management, Environmental Resource Management, Sustainable Systems, Water Sustainability, Water Resource Management, Environmental Science, Environment, Social Sciences, Environmental Issue, Environmental Policy, Governance, Environmental Monitoring, Case Studies, Socioeconomics, International Relations, Biology
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Platform As A Service (PaaS), Application Deployment, Database Systems
Intermediate · Course · 1 - 4 Weeks

STARWEAVER
Skills you'll gain: Data Storytelling, Business Writing, Data Visualization, Concision, Data Presentation, Sales Presentation, Sales Strategy, Sales Presentations, Writing, Persuasive Communication, Responsible AI, Business Communication, Google Gemini, Anthropic Claude, AI Enablement, Generative AI, Communication, Sales Enablement, Proposal Writing, Communication Strategies
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Portfolio Risk, Portfolio Management, Wealth Management, Technical Analysis, Derivatives, Investment Management, Equities, Financial Analysis, Cash Flows, Asset Management, Investments, Financial Trading, Financial Planning, Financial Market, Financial Statements, Tax Management, Hedge Accounting, Financial Services, Tax Planning, Risk Management
Beginner · Specialization · 3 - 6 Months

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

Imperial College London
Skills you'll gain: Research Design, Epidemiology, Data Collection, Research Methodologies, Research, Public Health and Disease Prevention, Medical Science and Research, Statistical Methods, Statistical Analysis
Intermediate · Course · 1 - 4 Weeks