Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

Skills you'll gain: Canva (Software), Graphic and Visual Design, Graphic Design, Digital Design, Design Software, Typography, Design Elements And Principles, Photo Editing, File Management, Color Theory
Mixed · Course · 1 - 3 Months

Duke University
Skills you'll gain: Investments, Environmental Social And Corporate Governance (ESG), Fundraising, Capital Markets, Financial Market, Financial Management, Finance, International Finance, Entrepreneurial Finance, Entrepreneurship, Fiscal Management, Due Diligence, Business Strategy, Business Management
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Prompt Engineering, Debugging, Large Language Modeling, LLM Application, Application Programming Interface (API), Responsible AI, Development Environment, Secure Coding, Integrated Development Environments, Generative AI, OpenAI, Google Gemini, Artificial Intelligence, Application Development, Computer Programming
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Network Troubleshooting, Linux, Kubernetes, Network Architecture, Network Administration, Computer Networking, Docker (Software), TCP/IP, Network Routers, Software-Defined Networking, Network Routing, Containerization, Virtual Private Networks (VPN), Network Model, Network Switches, Firewall, Virtualization, Network Protocols
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Lean Six Sigma, Six Sigma Methodology, Quality Improvement, Lean Manufacturing, Continuous Improvement Process, Data-Driven Decision-Making, Process Analysis, Business Analysis, Benchmarking, Root Cause Analysis, Stakeholder Management, Project Management
Beginner · Course · 1 - 4 Weeks

IIT Bombay
Skills you'll gain: Entrepreneurial Finance, Go To Market Strategy, Value Propositions, Product Development, Business Modeling, Presentations, Entrepreneurship, Communication, Persona Development, Customer Analysis, Financial Statements, Business Strategy, Innovation, Technical Management, Market Research
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Network Infrastructure
Beginner · Course · 1 - 4 Weeks

Illinois Tech
Skills you'll gain: Virtualization, Virtual Machines, Hyper-V, VMware ESX Servers, Data Storage Technologies, Cloud Computing, IT Infrastructure, Network Infrastructure, Capacity Management, Data Centers, Network Switches, Desktop Support, Computer Hardware
Intermediate · Course · 1 - 3 Months

Ludwig-Maximilians-Universität München (LMU)
Skills you'll gain: Innovation, Organizational Structure, Competitive Analysis, Business Strategy, Organizational Strategy, Business Strategies, Research, Strategic Thinking, Business Research, Case Studies, Presentations
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: MITRE ATT&CK Framework, Endpoint Security, Cyber Threat Hunting, Cyber Threat Intelligence, Endpoint Detection and Response, Cloud Security, Threat Detection, Cyber Operations, Threat Management, Microsoft Copilot, Malware Protection, Security Information and Event Management (SIEM), Microsoft Azure, Vulnerability Management, Cloud Computing, Incident Response, Computer Security Incident Management, Azure Active Directory, Hybrid Cloud Computing, Incident Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Presentations, Business Intelligence, Dashboard, Tableau Software, IBM Cognos Analytics, Statistical Analysis, Data Analysis, Looker (Software), Regression Analysis, Data Visualization, PostgreSQL, Microsoft PowerPoint, Pivot Tables And Charts, Data Visualization Software, Data Cleansing, Microsoft Excel, SQL, Data Manipulation, LinkedIn, Data Quality
Advanced · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Software, Operational Analysis, Linear Algebra, Mathematical Modeling, Algorithms, Business Modeling, Complex Problem Solving
Build toward a degree
Intermediate · Course · 1 - 4 Weeks