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.

Board Infinity
Skills you'll gain: Pivot Tables And Charts, Data Presentation, Data Visualization, Interactive Data Visualization, Spreadsheet Software, Data Storytelling, Data Visualization Software, Excel Formulas, Data Analysis, Data-Driven Decision-Making, Data Cleansing, Data Management
★ 4.4 (53) · Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Product Development, New Product Development, Wireframing, Product Design, User Experience Design, Prototyping, Persona (User Experience), Design Thinking, Experience Design, Conceptual Design, Agile Product Development, Product Testing, Project Management, Product Lifecycle Management, Product Management, Service Design, Agile Methodology
★ 4.2 (101) · Beginner · Course · 1 - 3 Months

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

Skills you'll gain: C and C++, Object Oriented Programming (OOP), C++ (Programming Language), Data Validation, Data Integrity, Computer Programming, Computer Science
★ 4.8 (233) · Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Speech Language Pathology, Pediatrics, Speech Therapy, Communication Disorders, Language Disorders, Patient Evaluation, Child Health, Parent Communication, Disabilities, Childhood Education and Development, Sensory Systems Analysis, Public Health, Child Development, Rehabilitation, Diagnostic Tests, Public Health and Disease Prevention, Patient Treatment, Special Education, Clinical Assessment, Adaptive Equipment
★ 4.9 (238) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Presentation, Dashboard Creation, Business Reporting, Business Intelligence Software, Data Analysis Software
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Classification Algorithms, Applied Machine Learning, Machine Learning Methods, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Data Mining, Predictive Modeling, Model Evaluation, Regression Analysis, Decision Tree Learning, Statistical Methods, Project Planning, Logistic Regression
★ 5 (7) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Interviewing Skills, Professional Networking, Project Management, Web Presence, Applicant Tracking Systems, Project Management Institute (PMI) Methodology, Negotiation, Portfolio Management, Writing and Editing, Verbal Communication Skills
★ 4.8 (112) · Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Land Development, Landscape Architecture, Environmental Science, Sustainable Development, Environment, Case Studies, Community Development, Public Works, Sustainable Design, Sustainable Architecture, Natural Resource Management, Land Management, Social Studies, Economic Development, Political Sciences
★ 4.7 (91) · Intermediate · Course · 1 - 4 Weeks

École normale supérieure
Skills you'll gain: Theoretical Computer Science, Combinatorics, Algorithms, Operations Research, Graph Theory, Applied Mathematics, Model Optimization, Advanced Mathematics, Linear Algebra, Mathematical Modeling, Network Model, Probability, Probability & Statistics
★ 4.8 (46) · Mixed · Course · 1 - 4 Weeks
Pontificia Universidad Católica de Chile
Skills you'll gain: Feasibility Studies, Knowledge Transfer, Intellectual Property, Technology Strategies, Commercialization, New Product Development, Innovation, Plan Execution, Entrepreneurship, Market Analysis
★ 4.8 (742) · Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: SQL, PostgreSQL
★ 4.3 (66) · Advanced · Guided Project · Less Than 2 Hours