Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Skills you'll gain: Workflow Management, Spreadsheet Software, Project Management Software, Data Entry, Automation, Data Management, Document Management, Collaborative Software, Data Sharing, User Accounts
★ 4.6 (16) · Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: AI literacy, Generative AI, Artificial Intelligence, Education Software and Technology, Data Ethics, Responsible AI, Digital pedagogy, AI Integrations, LLM Application, Prompt Engineering, Large Language Modeling
★ 4.3 (32) · Beginner · Course · 1 - 4 Weeks

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Computational Logic, Logical Reasoning, Deductive Reasoning, Theoretical Computer Science, Analytical Skills, Programming Principles, Computer Science, Data Analysis, Computer Programming, Algorithms, Verification And Validation, Software Development, Machine Learning
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Forecasting, Budget Management, Variance Analysis, Financial Analysis, Income Statement, Balance Sheet, Performance Measurement, Forecasting, Management Accounting, Return On Investment, Financial Data, Cash Flow Forecasting, Cost Management, Budgeting, Financial Modeling, Finance, Accounting, Financial Accounting
★ 4.7 (521) · Beginner · Specialization · 1 - 3 Months
Fractal Analytics
Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, AI Security, Management Consulting, Business Consulting, Consulting, AI Enablement, Technical Consulting, Quality Assurance, Market Intelligence, Market Research, Automation
★ 4.3 (34) · Intermediate · Course · 1 - 4 Weeks

Deep Teaching Solutions
Skills you'll gain: Lifelong Learning, Learning Strategies, Time Management, Human Learning, Productivity, Learning Theory, Mental Concentration, Cooperation, Collaboration, Overcoming Obstacles, Personal Development, Teamwork, Stress Management, Habit Formation
★ 4.9 (461) · Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: jQuery, Javascript, Web Applications, JavaScript Frameworks, Web Development
★ 4.3 (18) · Intermediate · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Operations Research, Mathematical Modeling, Business Modeling, Business Analytics, Analytics, Process Optimization, Data-Driven Decision-Making, Model Optimization, Microsoft Excel, Decision Making, Excel Formulas, Spreadsheet Software, Graphing
★ 4.7 (90) · Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Clinical Practices, AI Enablement, Medical Equipment and Technology, Health Care Procedure and Regulation, Healthcare Industry Knowledge, Health Care, Artificial Intelligence, Data-Driven Decision-Making, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Health Administration, Generative AI Agents, Predictive Analytics
Intermediate · Course · 1 - 3 Months

University of Toronto
Skills you'll gain: Diversity Awareness, Diversity and Inclusion, Gap Analysis, Innovation, Business Analytics, Analysis, Health Equity, Financial Inclusion, Diversity Equity and Inclusion Initiatives, Cultural Diversity, Market Opportunities, Social Justice, Workplace inclusivity, Organizational Change, Leadership Development, Product Development, Risk Mitigation
★ 4.8 (342) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Robotics, Artificial Intelligence, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Convolutional Neural Networks, AI Integrations, Natural Language Processing, Artificial Neural Networks, Reinforcement Learning, Model Training, Machine Learning, Python Programming, Automation, Algorithms
Intermediate · Course · 1 - 3 Months

Copenhagen Business School
Skills you'll gain: Sustainable Business, Corporate Sustainability, Stakeholder Engagement, Sustainable Development, Strategic Planning, Stakeholder Management, Business Modeling, Innovation, Sustainable Systems, Organizational Strategy, Stakeholder Analysis, Marketing Communications, Business Strategies, Business Transformation, Case Studies, Communication Planning, Environmental Issue, Systems Thinking, Strategic Partnership, Value Propositions
★ 4.7 (43) · Beginner · Course · 1 - 3 Months