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.

University of Colorado Boulder
Skills you'll gain: Self-Awareness, Personal Development, Empowerment, Emotional Intelligence, Social Justice, Social Skills, Behavior Management, Community and Social Work, Diversity Awareness, Social Impact, Cultural Responsiveness, Diversity Equity and Inclusion Initiatives, Working With Children, Mindfulness
★ 4.8 (137) · Advanced · Course · 1 - 3 Months

Coursera
Skills you'll gain: Merchandising, Inventory Management, Inventory Control, Merchandise Displays, Retail Management, Consumer Behaviour, Visual Merchandising, Retail Store Operations, Retail Sales, Marketing Psychology, Customer Analysis, Customer Engagement, Analysis, Design
★ 4.6 (71) · Intermediate · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Acumen, Financial Accounting, Income Statement, Financial Analysis, Balance Sheet, Financial Reporting, Profit and Loss (P&L) Management, Accruals, Cash Flows, Cash Management, Fixed Asset, Working Capital, Accrual Accounting, Asset Management, Operating Expense, Capital Expenditure, Resource Management, Market Analysis
★ 4.8 (164) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cloud-Native Computing, Cloud Deployment, DevOps, CI/CD, Application Deployment, Devops Tools, Development Environment, Continuous Delivery, Cloud Applications, Amazon Elastic Compute Cloud, Real Time Data, Kibana, Query Languages, Data Modeling, Distributed Computing, SQL, Data Mapping, NoSQL, Event-Driven Programming, Relational Databases
★ 4.9 (18) · Beginner · Specialization · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Model Optimization, Artificial Neural Networks, Model Training, Model Evaluation, Decision Tree Learning, Machine Learning Algorithms, Machine Learning
Intermediate · Course · 1 - 3 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Mechanics, Torque (Physics), Physics, Vibrations, Physical Science, Differential Equations, electromagnetics, Calculus, Engineering Calculations, Engineering Analysis, Integral Calculus, Mathematical Modeling, Applied Mathematics
★ 4.8 (40) · Mixed · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Land Management, Supply Chain, Food and Beverage, Environmental Issue, Supply Chain Systems, Transportation, Supply Chain, and Logistics, Supply Chain Management, Supply Chain Planning, Production Process, Production Planning, Supply And Demand, Production Management, Environment and Resource Management, Market Dynamics, Economics, Resource Utilization, Technology Solutions, Consumer Behaviour, Emerging Technologies
★ 4.8 (46) · Intermediate · Course · 1 - 4 Weeks

University of Arizona
Skills you'll gain: Ancient History, Physics, Mechanics, Physical Science, European History, Science and Research, Liberal Arts, World History, Scientific Methods, Chemistry, Biology, Life Sciences, Deductive Reasoning, Mathematical Modeling
★ 4.7 (43) · Beginner · Course · 1 - 3 Months

New York University
Skills you'll gain: Cyber Attacks, Infrastructure Security, Mobile Security, Enterprise Security, Cyber Risk, Cyber Governance, Cyber Security Policies, Cybersecurity, IT Security Architecture, Cloud Security, NIST 800-53, Hybrid Cloud Computing, Security Awareness, Security Controls, Risk Management Framework, Blockchain, Internet Of Things, Cryptographic Protocols, Cryptography, Data Integrity
★ 4.7 (683) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Web Content Accessibility Guidelines, Video Production, Educational Materials, Instructional Design, Disabilities, Web Content, Learning Strategies, User Centered Design, Microsoft Office, Diversity Awareness, Law, Regulation, and Compliance
★ 4.4 (8) · Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: AI Enablement, Data-Driven Decision-Making, digital literacy, Digital Transformation
Beginner · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Bayesian Network, Computational Logic, Markov Model, Theoretical Computer Science, Logical Reasoning, Deductive Reasoning, Artificial Intelligence, Decision Intelligence, Python Programming, Probability, Game Theory
★ 4.1 (115) · Intermediate · Course · 1 - 3 Months