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: Microsoft Excel, Spreadsheet Software, Data-Driven Decision-Making, Strategic Decision-Making, Microsoft Office
★ 4.7 (523) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Identity and Access Management, Business Continuity, Cryptographic Protocols, Network Security, Cryptography, Encryption, User Provisioning, Security Management, Penetration Testing, ISO/IEC 27001, Threat Management, Network Performance Management, Information Systems Security, Network Architecture, Cyber Operations, Data Management, Software Development Methodologies, Cybersecurity, Configuration Management, White-Box Testing
★ 4.8 (184) · Beginner · Specialization · 3 - 6 Months

University of Manchester
Skills you'll gain: Health Equity, Health Disparities, Public Health and Disease Prevention, Public Health, World History, Healthcare Ethics, Emergency Response, Health Care, Health Systems, Crisis Intervention, Social and Human Services, Safety and Security, Human Services, Ethical Standards And Conduct, International Relations, Infectious Diseases, Social Studies, Mitigation, Policy Analysis, Advocacy
★ 4.7 (290) · Beginner · Course · 1 - 3 Months

Packt
Skills you'll gain: Model Deployment, Model Evaluation, Unsupervised Learning, Transfer Learning, Tensorflow, Generative AI Agents, Keras (Neural Network Library), Fine-tuning, Model Training, Machine Learning Methods, Dimensionality Reduction, Deep Learning, Recurrent Neural Networks (RNNs), Applied Machine Learning, BeeAI, Data Preprocessing, Convolutional Neural Networks, AI Orchestration, PyTorch (Machine Learning Library), Feature Engineering
★ 4.7 (6) · Intermediate · Specialization · 1 - 3 Months

Pragmatic AI Labs
Skills you'll gain: Prompt Engineering, Hugging Face, Fine-tuning, Model Deployment, MLOps (Machine Learning Operations), CI/CD, Continuous Deployment, Model Evaluation, Applied Machine Learning, Continuous Integration, Transfer Learning, Agentic Workflows, Data Preprocessing, Generative AI Agents, Model Training, Large Language Modeling, Image Analysis, Rust (Programming Language), Model Optimization, AI Orchestration
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Semiconductors, Electrical Engineering, Materials science, Electrical and Computer Engineering, Physics, Electronics Engineering, Electronics
★ 4.4 (305) · Advanced · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Economics, Supply And Demand, Business Economics, Game Theory, Market Dynamics, Economics, Policy, and Social Studies, Economic Development, Financial Policy, Socioeconomics, Market Analysis, Operating Cost, Public Policies, Labor Relations, Tax, International Finance, Fiscal Management, General Finance, Cost Benefit Analysis, Cost Accounting, Investments
★ 4.8 (160) · Beginner · Specialization · 3 - 6 Months
University of Michigan
Skills you'll gain: Crisis Management, Communication Planning, Leadership, Leadership Development, Resilience, Stakeholder Communications, Organizational Leadership, Stakeholder Management, Stakeholder Engagement, Contingency Planning, Business Continuity, Dealing With Ambiguity, Stakeholder Analysis, Communication Strategies, Risk Management, Adaptability, Change Management, Communication
★ 4.7 (450) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Financial Statement Analysis, Financial Statements, Working Capital, Portfolio Management, Revenue Forecasting, Financial Analysis, Cash Flows, Financial Modeling, Investment Management, Income Statement, Pharmaceuticals, Financial Data, Business Valuation, Cash Flow Forecasting, Equities, Financial Reporting, Balance Sheet, Profit and Loss (P&L) Management, Financial Forecasting, Private Equity
★ 4.8 (15) · Beginner · Specialization · 3 - 6 Months

Technical University of Munich (TUM)
Skills you'll gain: Consumer Behaviour, Market Research, Food Quality Assurance And Control, Food and Beverage, Marketing Psychology, Research Methodologies, Surveys, Market Dynamics, Packaging and Labeling, Customer Analysis, Intellectual Property, Sustainability Standards, Innovation, Quality Assessment, Supply And Demand, Economics, Coordination
★ 4.5 (452) · Intermediate · Course · 3 - 6 Months

Caltech
Skills you'll gain: Environmental Science, Chemistry
★ 4.8 (817) · Intermediate · Course · 1 - 3 Months

The University of Edinburgh
Skills you'll gain: Goal Setting, Smart Goals, Community Health, Patient Education and Support, Health Education, Health Promotion, Preventative Care, Self-Motivation, Behavioral Health, Activities of Daily Living (ADLs), Habit Formation, Health Assessment, Motivational Skills, Occupational Health, Chronic Diseases, Overcoming Obstacles
★ 4.6 (1.8K) · Beginner · Course · 1 - 3 Months