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.

Universitat Autònoma de Barcelona
Skills you'll gain: Video Game Development, Computer Graphics, Visualization (Computer Graphics), 3D Assets, Microsoft Visual Studio, Computer Graphic Techniques, C++ (Programming Language), Artificial Intelligence, User Interface (UI), Animations, Application Development
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Education Software and Technology, Mathematics Education, Digital pedagogy, Simulations, User Feedback
Intermediate · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Data Dictionary, Health Informatics, Extract, Transform, Load, Data Synthesis, Fraud detection, Analytics, Data Integration, Data Analysis, Clinical Data Management, Data Transformation, Quality Assessment, Risk Analysis, Data Quality, Predictive Modeling
Intermediate · Course · 1 - 4 Weeks

Simplilearn
Skills you'll gain: Object Oriented Programming (OOP), C++ (Programming Language), Computer Programming, Programming Principles, Algorithms, Data Structures, Data Manipulation
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: 3D Modeling, Product Design, Design Thinking, Innovation, Manufacturing Processes, Computer-Aided Design, Prototyping, Product Development, Production Process, Social Impact, Materials science
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, AI Personalization, Target Audience, Marketing Materials, ChatGPT, Customer Insights, Generative AI, Marketing Analytics, Email Marketing, Social Media Campaigns, Content Creation
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Miro AI, Value Propositions, Business Modeling, Product Development, Business Analysis, Stakeholder Communications, Business Solutions, Presentations, Business Strategy, Innovation, Entrepreneurship
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Product Lifecycle Management, Manufacturing and Production, Robotic Process Automation, Production Process, Automation, Enterprise Resource Planning, Supply Chain Management, Plant Operations and Management, Internet Of Things, Facility Management and Maintenance, Digital Transformation, Real Time Data, Augmented Reality
Intermediate · Course · 1 - 4 Weeks

Multiple educators
Skills you'll gain: Sustainable Design, Sustainable Business, Sustainable Technologies, Sustainable Engineering, Operations Management, Business Leadership, Waste Minimization, Manufacturing Operations, Corporate Sustainability, Environmental Resource Management, Environmental Engineering, Product Design, Systems Thinking, Manufacturing Processes, Digital Transformation
Build toward a degree
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Customer Relationship Management (CRM) Software, Customer Relationship Management, Customer experience strategy (CX), Customer Success Management, Customer Acquisition Management, Customer Analysis, Customer Data Management, Brand Loyalty, Customer Retention, Customer Relationship Building, Customer Engagement, Organizational Strategy, Marketing Automation, Case Studies, Value Propositions, Market Analysis, Portfolio Management, Analysis, Business Strategy, Competitive Analysis
Beginner · Specialization · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Statistics, Regression Analysis, Probability, Statistical Hypothesis Testing, Probability Distribution, Statistical Analysis, Statistical Inference, Sampling (Statistics), Combinatorics
Intermediate · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: AI Enablement, AI Product Strategy, Generative AI Agents, Strategic Thinking, Data-Driven Decision-Making, Competitive Intelligence, Decision Making, Innovation, Operational Efficiency, Strategic Planning, Technology Strategies, Thought Leadership, Program Implementation, Project Implementation, Technology Solutions
Beginner · Course · 1 - 4 Weeks