Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.

Stanford University
Skills you'll gain: Diversity Awareness, Pediatrics, Working With Children, Cultural Diversity, Family Support, Mental Health, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Child Development, Parent Communication, Child Health, Medical Support, Public Health
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Creative Thinking, Creativity, Business Ethics, Business Analytics, Ideation, Creative Problem-Solving, Leadership and Management, Business Analysis, Business Leadership, Brainstorming, Business Strategy, Organizational Leadership, Decision Making, Emotional Intelligence, Accounting, Cultural Sensitivity, Cultural Diversity, Brand Management, Organizational Structure, Culture
Beginner · Specialization · 3 - 6 Months

EDHEC Business School
Skills you'll gain: Portfolio Management, Investment Management, Financial Modeling, Return On Investment, Asset Management, Financial Market, Estimation, Statistical Methods, Python Programming, Regression Analysis, Risk Analysis, Risk Management, Time Series Analysis and Forecasting
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Occupational Safety And Health, Risk Management, Business Risk Management, Enterprise Risk Management (ERM), Business Continuity, Compliance Management, Regulatory Compliance, Operational Risk, Human Resources Management and Planning, Legal Risk, Governance Risk Management and Compliance, Labor Law, Human Resource Policies, Labor Relations
Beginner · Course · 1 - 3 Months

Technical University of Munich (TUM)
Skills you'll gain: Cost Accounting, Management Accounting, Income Statement, Operating Cost, Cost Management, Inventory Accounting, Profit and Loss (P&L) Management, Gross Profit, Strategic Decision-Making, Accounting, Product Planning, Resource Allocation, Product Assortment, Depreciation, Financial Accounting, Production Process, Financial Statements, Price Negotiation, Capacity Management, Decision Making
Beginner · Specialization · 1 - 3 Months

Universidad Austral
Skills you'll gain: Tensorflow, Deep Learning, Performance Tuning, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Analysis, Applied Machine Learning, Machine Learning, Algorithms
Intermediate · Course · 1 - 4 Weeks

American Psychological Association
Skills you'll gain: Clinical Psychology, Mental Health Diseases and Disorders, Psychiatry, Psychological Evaluations, Mental Health, Mental and Behavioral Health, Patient Evaluation, Behavioral Health, Cognitive Behavioral Therapy, Cultural Diversity, Patient Treatment
Beginner · Course · 1 - 3 Months

Starweaver
Skills you'll gain: Revenue Management, Customer experience strategy (CX), Service Design, Design Thinking, Change Management, Capital Expenditure, Financial Statement Analysis, Cost Control, Social Media Marketing, Hospitality Management, Social Media, Innovation, Financial Forecasting, Finance, Operations Management, Prototyping, Strategic Planning, Capital Budgeting, Search Engine Optimization, Key Performance Indicators (KPIs)
Intermediate · Specialization · 3 - 6 Months
Johns Hopkins University
Skills you'll gain: Advocacy, Health Systems, Health Policy, Health Care Administration, Community Health, Primary Care, Health Care, Public Health, Systems Thinking, Governance, Training Programs, Case Studies, Education and Training
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Microsoft Copilot, Content Performance Analysis, Marketing and Public Relations, Customer Insights, Content Development and Management, Proofreading, Public Relations, Integrated Marketing Communications, Customer Analysis, Content Creation, Marketing Communications, Persona Development, Writing and Editing, Content Management, Web Content, Storytelling, Content Strategy, Generative AI, Marketing Strategies
Beginner · Specialization · 3 - 6 Months
Google Cloud
Skills you'll gain: Data Governance, Data Loss Prevention, Gmail, Google Workspace, Information Management, Data Management, Data Security, Document Management, Records Management, Data Storage, Data Access, Data Import/Export, Email Security, System Configuration
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Network Routing, Network Security, Firewall, Google Cloud Platform, Virtual Private Networks (VPN), General Networking, Network Protocols, Intranet
Intermediate · Course · 1 - 4 Weeks