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.

Skills you'll gain: MITRE ATT&CK Framework, Threat Modeling, Secure Coding, Application Security, Threat Management, Cryptography, Encryption, Cyber Security Assessment, Cybersecurity, Security Strategy, Authorization (Computing), Security Controls, Internet Of Things, Identity and Access Management, Asset Management
★ 4.6 (98) · Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Budgeting, Data Visualization, Google Sheets, Productivity Software, Budget Management, Spreadsheet Software, Presentations, User Accounts, Data Sharing
★ 4.6 (333) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Cybersecurity, Cyber Operations, Data Persistence, Exploitation techniques, Persistence, Intrusion Detection and Prevention, Scripting, Python Programming, Scripting Languages
★ 4.6 (97) · Intermediate · Course · 1 - 4 Weeks

Columbia University
Skills you'll gain: Regression Analysis, Derivatives, Financial Market, Statistical Methods, Market Data, Financial Modeling, Securities (Finance), Mathematical Modeling, Numerical Analysis, Equities, Model Optimization, Python Programming, Algorithms, Case Studies
★ 4.4 (44) · Intermediate · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Design Thinking, Innovation, Business Modeling, Creative Problem-Solving, Entrepreneurship, Corporate Strategy, Ideation, Lean Methodologies, Creative Thinking, New Product Development, Open Mindset, Cognitive flexibility, Business Architecture, Creativity, Storytelling, Team Management, Business Strategies, Business Strategy, Organizational Strategy, Process Design
★ 4.4 (83) · Advanced · Specialization · 3 - 6 Months

University of Minnesota
Skills you'll gain: User Interface (UI), Prototyping, User Interface (UI) Design, Interactive Design, Graphic and Visual Design, Design, Interaction Design, Mockups, Design Elements And Principles, Layout Design, Wireframing, Internet Of Things
★ 4.6 (397) · Mixed · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Sensory Systems Analysis, Marketing Psychology, Influencing, Case Studies, Persuasive Communication, Advertising, Marketing Communications, Consumer Behaviour, Decision Making, Marketing Effectiveness, Neurology, Behavioral Economics, Marketing, Psychology, Anatomy
★ 4.5 (41) · Intermediate · Course · 1 - 3 Months

Imperial College London
Skills you'll gain: Health Policy, Health Systems, Health Assessment, Health Care, Policty Analysis, Research, and Development, Public Health, Public Health and Disease Prevention, Health Promotion, Policy Analysis, Health Administration, Public Policies, Research
★ 4.8 (97) · Beginner · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: Data Collection, Transportation Operations, Surveys, Statistical Modeling, Quantitative Research, Mathematical Modeling, Sampling (Statistics), Predictive Modeling, Statistical Methods, Regression Analysis, Network Model, Model Evaluation, Logistic Regression, Spatial Analysis, Probability, Socioeconomics
★ 4.7 (466) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Selenium (Software), Postman API Platform, JUnit, Test Automation, API Testing, Software Quality Assurance, Test Tools, Test Script Development, Quality Assurance, Unit Testing, Software Testing, Continuous Integration, Automation, Data Validation, Performance Testing, Test Case, Agile Methodology, Integration Testing, Debugging, Javascript
★ 4.7 (68) · Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: UI Components, Game Design, Video Game Development, Unreal Engine, User Interface (UI), User Interface (UI) Design, Interactive Design, Data Persistence, Interaction Design, Virtual Environment, Computer Graphics, 3D Assets, AI Workflows, Computer Graphic Techniques, Visualization (Computer Graphics), Scripting, Artificial Intelligence, Data Management, User Flows, User Interface and User Experience (UI/UX) Design
★ 4.7 (15) · Beginner · Specialization · 3 - 6 Months

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