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.

Coursera
Skills you'll gain: Prototyping, AI Integrations, Adobe Firefly, AI Workflows, AI powered creativity, Functional Design, Generative AI, Artificial Intelligence, ChatGPT, Design Software, Canva (Software), Creativity, Automation
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Supervised Learning, Predictive Modeling, Risk Modeling, Financial Data, Predictive Analytics, Statistical Machine Learning, Applied Machine Learning, Workflow Management, Data Validation, Machine Learning Methods, Data Preprocessing, Data Ethics, Model Evaluation, Process Driven Development, Model Training, Business Reporting, Responsible AI, Performance Reporting
Intermediate · Course · 1 - 4 Weeks

University of Cambridge
Skills you'll gain: AI literacy, Prompt Engineering Tools
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Epidemiology, Public Health, Public Health and Disease Prevention, Trend Analysis, Infection Control, Geographic Information Systems, Statistical Visualization, Health Policy, Data Visualization Software, Chronic Diseases, GIS Software, Geospatial Information and Technology, Infectious Diseases, Datamaps, Health Informatics, Risk Analysis, Investigation, Geospatial Mapping, Health Assessment, Statistics
Beginner · Specialization · 3 - 6 Months

Ei4Change
Skills you'll gain: Resilience, Stress Management, Team Building, Emotional Intelligence, Organizational Change, Personal Development, Team Management, Positivity, Overcoming Obstacles, Optimism, Organizational Development, Organizational Effectiveness, Adaptability, Growth Mindedness, Self-Awareness, Dealing With Ambiguity, Change Management, Leadership, Communication
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Ledgers (Accounting), Bookkeeping, Cash Flows, Financial Accounting, Financial Statement Analysis, Financial Reporting, Financial Statements, Small Business Accounting, Cash Management, Financial Analysis, Accounting, General Accounting, Accounting Records, Balancing (Ledger/Billing), Reconciliation, Standard Accounting Practices, Balance Sheet, Income Statement, General Ledger, Profit and Loss (P&L) Management
Beginner · Course · 1 - 4 Weeks

Saïd Business School, University of Oxford
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainability Reporting, Business Reporting, Financial Reporting, Performance Reporting, Corporate Sustainability, Sustainable Business, Risk Management, Business Risk Management, Corporate Strategy, Stakeholder Engagement, Sustainability Standards, Data Strategy, Stakeholder Management, Financial Analysis, Stakeholder Communications, Performance Analysis, Value Propositions, Innovation
Beginner · Course · 1 - 4 Weeks
Yonsei University
Skills you'll gain: Capital Budgeting, Financial Statements, Financial Statement Analysis, Business Valuation, Financial Analysis, Cash Flow Forecasting, Strategic Decision-Making, Financial Modeling, Income Statement, Return On Investment, Entrepreneurial Finance, Financial Forecasting, Financial Reporting, Cash Flows, Balance Sheet, Financial Data, Excel Formulas, Microsoft Excel, Financial Acumen, Case Studies
Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Team Performance Management, Performance Management, Smart Goals, Employee Performance Management, Performance Review, Management Training And Development, Performance Appraisal, People Development, Goal Setting, Performance Analysis, Performance Measurement, AI Personalization, HR Tech, Workforce Development, Employee Engagement, Constructive Feedback, Driving engagement, Key Performance Indicators (KPIs), Coaching, Analytics
Intermediate · Course · 1 - 4 Weeks
Northeastern University
Skills you'll gain: Responsible AI, Data Ethics, Social Determinants Of Health, Health Disparities, Health Equity, Mental Health, Artificial Intelligence, Mental Health Diseases and Disorders, Natural Language Processing, Healthcare Ethics, AI literacy, AI Integrations, Data Security, Governance, Risk Mitigation, Risk Analysis
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Computer Security Incident Management, Incident Management, Incident Response, Security Management, Threat Management, Security Strategy, Event Monitoring, Security Information and Event Management (SIEM), Enterprise Security, IT Automation, Automation, Systems Integration
Beginner · Course · 1 - 4 Weeks

University of Toronto
Skills you'll gain: Robotics, Network Routing, Graph Theory, Algorithms, Artificial Intelligence, Simulations, Predictive Modeling, Scenario Testing
Advanced · Course · 1 - 3 Months