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.

Johns Hopkins University
Skills you'll gain: Injury Prevention, Public Safety and National Security, Public Health, Safety Standards, Public Policies, Policy Analysis, Health Policy, Law, Regulation, and Compliance, Community Health, Risk Analysis, Case Studies
Beginner · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Linux, Operating System Administration, Operating Systems, Integrated Development Environments, File Systems, Internet Of Things, Development Environment, Embedded Systems, Python Programming, OS Process Management, Computer Hardware, UI Components, Computer Programming
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: MySQL, Business Intelligence, Role-Based Access Control (RBAC), SQL, Relational Databases, Data Presentation, Data Visualization Software, Database Management, Databases, Data Access, Query Languages, Data Transformation, Performance Tuning
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Stakeholder Communications, Target Audience, Communication Planning, Professional Development, Strategic Communication, Communication Strategies, Communication, Project Management, Stakeholder Engagement, Constructive Feedback, Team Building, Stakeholder Analysis, Storytelling
Beginner · Course · 1 - 3 Months

Skills you'll gain: Endpoint Security, Zero Trust Network Access, Security Strategy, Security Information and Event Management (SIEM), Multi-Factor Authentication, Vulnerability Scanning, Patch Management
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Continuous Integration, Test Automation, Authentications, CI/CD, Test Script Development, API Testing, Software Testing, Unit Testing, Behavior-Driven Development, Web Development Tools, Test Case, GitHub, User Interface (UI)
Intermediate · Course · 3 - 6 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Management Accounting, Cost Accounting, Operational Analysis, Business Metrics, Performance Measurement, Financial Accounting, Accounting, Operational Efficiency, Profit and Loss (P&L) Management, Gross Profit, Strategic Decision-Making, Cost Management, Income Statement, Decision Making, Financial Analysis, Product Planning, Budgeting, Analysis, Sales
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Motion Graphics, Animations, User Interface and User Experience (UI/UX) Design, Usability, User Experience, Wireframing, Interaction Design, User Interface (UI) Design, Prototyping, UI Components, Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, Style Guides, Responsive Web Design
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Microsoft Azure, Cloud Services, Cloud Platforms, Cloud Computing, Cloud Storage, Cloud Security, Network Security, Identity and Access Management, Virtual Networking
Beginner · Course · 1 - 4 Weeks

Deep Teaching Solutions
Skills you'll gain: Critical Thinking, Cognitive flexibility, Decision Making, Emotional Intelligence, Mental Concentration, Behavioral Economics, ChatGPT, Strategic Thinking, Artificial Intelligence, Self-Awareness
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Management Accounting, Performance Measurement, Cost Accounting, Variance Analysis, Budgeting, Accounting, Capital Budgeting, Financial Accounting, Organizational Strategy, Key Performance Indicators (KPIs), Financial Analysis, Return On Investment, Cash Flows, Decision Making
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cyber Governance, Continuous Improvement Process, Business Risk Management, Governance Risk Management and Compliance, Enterprise Risk Management (ERM), Governance, Risk Management, Audit Planning, Compliance Management, Cybersecurity, Key Performance Indicators (KPIs), Role-Based Access Control (RBAC), Performance Measurement, Regulatory Compliance, Auditing, ISO/IEC 27001, NIST 800-53, General Data Protection Regulation (GDPR)
Intermediate · Course · 1 - 3 Months