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: Minitab, Six Sigma Methodology, Lean Six Sigma, Root Cause Analysis, Statistical Process Controls, Data-Driven Decision-Making, Process Improvement, Waste Minimization, Project Management, Continuous Improvement Process, Brainstorming, Process Mapping, Quality Assessment, Customer Insights, Sampling (Statistics), Data Collection
Beginner · Course · 3 - 6 Months

University of California San Diego
Skills you'll gain: Software Design Documents, System Design and Implementation, Internet Of Things, Technical Documentation, Technical Communication, Mobile Development, Test Case, System Testing, Software Development, Wireless Networks, Embedded Systems, Systems Integration
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: HubSpot CRM, Digital Transformation, Customer Relationship Management, Customer Support, Business Transformation, Process Analysis, Business Systems, Technology Strategies, Process Improvement, Business Development
Beginner · Guided Project · Less Than 2 Hours

Infosec
Skills you'll gain: Secure Coding, Application Security, Computer Programming Tools, System Programming, C++ (Programming Language), C (Programming Language), Software Development Tools, Exploit development, Debugging, Programming Principles, Embedded Systems, Interoperability, Unix, Vulnerability Assessments, Unix Commands, Operating Systems, Data Security, Linux, Microsoft Windows, Data Validation
Intermediate · Specialization · 3 - 6 Months
Emory University
Skills you'll gain: Marketing Channel, Direct Selling, Business Marketing, Strategic Marketing, Strategic Partnership, Coordinating, Price Negotiation, Revenue Management, Strategic Thinking, Market Analysis, Business Risk Management, Business Relationship Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Canva (Software), Design Elements And Principles, Graphic and Visual Design, Content Creation, Graphic and Visual Design Software, Design, Graphic Design, Photo Editing
Beginner · Guided Project · Less Than 2 Hours

Michigan State University
Skills you'll gain: Fundraising and Crowdsourcing, Grant Writing, Digital Media Strategy, Proposal Writing, Social Media, Social Media Strategy, Stakeholder Engagement, Brand Marketing, Content Strategy, Storytelling, Content Creation
Beginner · Course · 1 - 3 Months

Indian Institute of Science
Skills you'll gain: Biomedical Engineering, Semiconductors, Electronic Systems, Medical Devices, Internet Of Things, Electronic Components, Materials science, Laboratory Experience, Manufacturing Processes
Beginner · Course · 1 - 3 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: International Relations, Sustainable Development, Governance, Socioeconomics, Environment, Economic Development, Natural Resource Management, Environmental Policy, Climate Change Adaptation, Oil and Gas, World History, Environmental Science, Energy and Utilities
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Java Platform Enterprise Edition (J2EE), Object-Relational Mapping, Java, Application Servers, Middleware, Application Deployment, Enterprise Architecture, Server Side, Transaction Processing, Business Logic
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Business Analysis, Project Management Institute (PMI) Methodology, Project Management, Project Management Life Cycle, Project Scoping, Project Risk Management, Agile Methodology, Change Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Climate Change Mitigation, Sustainable Development, Environment, Sustainable Technologies, Environmental Science, Sustainability Standards, Corporate Sustainability, Energy and Utilities, Climate Change Adaptation, Employee Engagement, Education and Training
Beginner · Course · 1 - 4 Weeks