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.

Coursera
Skills you'll gain: Infrastructure as Code (IaC), Responsible AI, Generative AI, DevOps, Devops Tools, CI/CD, Continuous Deployment, AI literacy, Software Documentation, Kubernetes, AI Integrations, Data Ethics, Automation, Innovation, Productivity
Intermediate · Course · 1 - 4 Weeks

Dubai College of Tourism
Skills you'll gain: Budget Management, Budgeting, Events and Conferences, Cost Management, Return On Investment, Event Planning, Operating Budget, Cost Estimation, Cost Control, Cost Reduction, Event Management, Expense Management, Profit and Loss (P&L) Management, Revenue Management, Gross Profit, Financial Analysis
Beginner · Course · 1 - 4 Weeks

Anthropic
Skills you'll gain: Responsible AI, AI literacy, Prompt Engineering, AI Workflows, Artificial Intelligence, Anthropic Claude, Data Ethics, AI Integrations, Decision Intelligence, Information Privacy, Data Analysis, Policy Development
Beginner · Course · 1 - 3 Months

Skills you'll gain: Microsoft Power Platform, No-Code Development, Microsoft Power Automate/Flow, Data Integration, HTML and CSS, UI Components, Web Content, Web Design and Development, File Management
Beginner · Guided Project · Less Than 2 Hours

Politecnico di Milano
Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Healthcare Industry Knowledge, Health Systems, Health Care Procedure and Regulation, Ethical Standards And Conduct, AI Integrations, Healthcare Ethics, AI Workflows, Machine Learning, Health Informatics, Verification And Validation, Health Technology, Model Evaluation, Data Governance
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Environmental Issue, Solution Design, Sustainable Development, Design Thinking, Business Planning, Human Centered Design, Sustainable Business, Innovation, Entrepreneurship, Economic Development, Needs Assessment, Business Development, Consumer Behaviour, Market Analysis, Market Research, Market Dynamics, Cultural Sensitivity
Build toward a degree
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Transaction Processing, Strategic Leadership, Organizational Leadership, Digital Transformation, Risk Analysis, Business Strategies, Governance, Payment Processing, Financial Systems, Strategic Planning
Beginner · Course · 1 - 3 Months

SkillsBooster Academy
Skills you'll gain: Anthropic Claude, Agentic Workflows, Business Process Automation, Workflow Management, File Management, AI Workflows, AI Orchestration, Automation, Document Management, Agentic systems, Organizational Skills, Generative AI Agents, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Prompt Patterns, Generative AI, Data Management, Prompt Engineering, Business Administration, Business
Beginner · Course · 1 - 3 Months

Stanford Online
Skills you'll gain: Feature Engineering, Healthcare Industry Knowledge, Health Systems, Healthcare Ethics, Pharmaceuticals, Data Ethics, Clinical Research, Health Care, Clinical Data Management, Clinical Research Ethics, Machine Learning Methods, Managed Care, Unstructured Data, Health Care Procedure and Regulation, Model Deployment, Health Informatics, Model Evaluation, Responsible AI, Machine Learning, Artificial Intelligence
Beginner · Specialization · 3 - 6 Months

University of Minnesota
Skills you'll gain: Simulations, Probability Distribution, Probability, Statistical Methods, Simulation and Simulation Software, Probability & Statistics, Microsoft Excel, Solution Design, Excel Formulas, Operations Research, Complex Problem Solving, Excel Macros, Business Modeling, Risk Modeling, Data Modeling, Predictive Modeling, Analysis, Estimation
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Devops Tools, Kubernetes, DevOps, Google Cloud Platform, Generative AI, Build Tools, Development Environment, Infrastructure Architecture, Prompt Engineering
Beginner · Course · 1 - 4 Weeks

The University of Sydney
Skills you'll gain: Critical Thinking, Research, Problem Solving, Critical Thinking and Problem Solving, Oral Comprehension, Ethical Standards And Conduct, English Language, Research Methodologies, Verbal Communication Skills, Higher Education, Personal Integrity, Writing, Creative Problem-Solving, Research Reports, Brainstorming, Planning
Mixed · Course · 1 - 3 Months