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.

Duke University
Skills you'll gain: Bash (Scripting Language), Linux Commands, Shell Script, Linux, Linux Administration, Unix Shell, File Management, grep, File Systems, Scripting, Command-Line Interface, File I/O, Scripting Languages, Remote Access Systems, Data Manipulation, Data Processing, Data Management, Development Environment
Intermediate · Course · 1 - 4 Weeks
STARWEAVER
Skills you'll gain: Prompt Engineering, Responsible AI, ChatGPT, Generative AI, AI literacy, Large Language Modeling, AI Enablement, Data Ethics, AI Workflows, Risking, Artificial Intelligence, AI Personalization, AI Integrations, Emerging Technologies, Workflow Management, Decision Making, Business, Verification And Validation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Kanban Principles, Workflow Management, Agile Software Development, Agile Project Management, Project Estimation, Agile Methodology, Estimation, Process Optimization, Backlogs, Agile Product Development, User Story, Process Improvement, Resource Utilization
Beginner · Course · 1 - 3 Months

The Expert Academy
Skills you'll gain: Rapport Building, Consultative Selling, Persuasive Communication, Storytelling, Selling Techniques, Consumer Behaviour, Emotional Intelligence, Non-Verbal Communication, Empathy & Emotional Intelligence, Customer Relationship Building, Marketing Psychology, Verbal Communication Skills, Trustworthiness, Sales Strategy, Sales, Brand Strategy, Influencing, Sales Process, Decision Making, Leadership
Intermediate · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Value Propositions, Business Modeling, Strategic Thinking, Market Analysis, Market Research, People Development, User Research, Market Intelligence, User Feedback, Target Market, Target Audience
Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Process Modeling, Stakeholder Communications, Sustainable Business, Business Reporting, Corporate Sustainability, Stakeholder Engagement, Sustainability Standards, Climate Change Mitigation, Compliance Reporting, Stakeholder Management, Environmental Monitoring, Supplier Performance Management, Decision Intelligence, Responsible AI, AI Integrations, Forecasting, Predictive Modeling, Automation, Predictive Analytics
Beginner · Course · 1 - 3 Months

Skills you'll gain: Workday (Software), Payroll Processing, Payroll, Payroll Systems, Payroll Administration, Benefits Enrollment Processes, Payroll Reporting, Benefits Administration, Human Resources Software, Business Reporting, Payroll Tax, Workforce Management, Business Process, Organizational Structure, Staff Management, Data Maintenance, Information Architecture
Beginner · Course · 1 - 4 Weeks
University of California, Santa Cruz
Intermediate · Course · 1 - 3 Months

Skills you'll gain: PostgreSQL, Data Maintenance, Database Administration, Database Architecture and Administration, SQL, Disaster Recovery, Secure Coding, Database Management, Relational Databases, Database Management Systems, Query Languages, Security Controls, Data Access, Data Security, Application Security, Role-Based Access Control (RBAC), Threat Management, Threat Detection, Encryption
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Computational Logic, Theoretical Computer Science, System Requirements, Functional Specification, Agentic systems, Requirements Analysis, Systems Analysis, Verification And Validation, Mathematical Modeling, Control Systems, Linear Algebra, Mathematical Theory & Analysis, Applied Mathematics, Numerical Analysis
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Metasploit, Penetration Testing, Vulnerability Scanning, Cyber Security Assessment, Exploitation techniques, Vulnerability Assessments, Vulnerability Management, Security Testing, Cybersecurity, Linux, Technical Documentation
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Test Tools, Learning Strategies, Test Planning, Goal Setting, Registration
Beginner · Course · 1 - 4 Weeks