Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Berklee
Skills you'll gain: Music Theory, Instrumental Music, Music, Music Performance, Musical Composition
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: GitHub Copilot, LLM Application, Large Language Modeling, AI powered creativity, AI literacy, Generative AI, Software Development Tools, AI Workflows, Computer Programming Tools
Intermediate · Course · 1 - 4 Weeks

Simplilearn
Skills you'll gain: Cloud-Native Computing, Cloud Deployment, Command-Line Interface
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Data Structures, Python Programming, Programming Principles, Code Reusability, Data Access, Computational Logic, Data Management, Computational Thinking, Jupyter, Development Environment
Beginner · Specialization · 3 - 6 Months
University of California, Santa Cruz
Skills you'll gain: Algorithms
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Programming Principles, Computational Thinking, Program Development, Development Environment, C++ (Programming Language), Computer Programming, Computational Logic, Computer Programming Tools, Maintainability
Beginner · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Life Sciences, Environmental Science, Plant Operations and Management, Biology, Environment, General Science and Research, Sustainability Standards
Beginner · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Machine Learning Methods, Competitive Analysis, AI Enablement, Machine Learning, Applied Machine Learning, Responsible AI, Machine Learning Algorithms, Business Strategy, Data Ethics, Technology Strategies, Business Ethics, Organizational Strategy, Strategic Thinking, Market Analysis, Corporate Strategy, AI Integrations, Value Propositions, Business Analysis, Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI Security, Responsible AI, Large Language Modeling, Generative Model Architectures, IT Security Architecture, Security Architecture Review, Threat Modeling, Vulnerability Assessments, Threat Detection, Cybersecurity, Information Systems Security, Cyber Threat Intelligence, Cyber Security Strategy, Security Strategy, Security Management, Cyber Attacks, Cloud Security, Security Awareness, Enterprise Security, Distributed Denial-Of-Service (DDoS) Attacks
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Intercultural Competence, Teamwork, Team Performance Management, Personal Development, Workplace inclusivity, Team Collaboration, Diversity and Inclusion, Cultural Sensitivity, Adaptability, Cultural Diversity, Cultural Responsiveness, Professional Development, Relationship Management, Resilience, Relationship Building, Curiosity, Coordinating
Beginner · Course · 1 - 4 Weeks

Kennesaw State University
Skills you'll gain: Data Collection, Lean Six Sigma, Six Sigma Methodology, Quality Improvement, Process Improvement, Process Improvement and Optimization, Project Design, Project Schedules, Business Process, Project Management, Project Planning, Quality Management, User Feedback, Probability & Statistics, Process Flow Diagrams, Data Validation, Process Mapping, Descriptive Statistics, Stakeholder Engagement, Stakeholder Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI Security, Responsible AI, Generative AI, Prompt Engineering, Data Ethics, Generative Model Architectures, AI Integrations, Cyber Threat Intelligence, Risking, Cyber Security Strategy, Cybersecurity, LLM Application, Large Language Modeling, Cyber Security Policies, Cyber Attacks, Cyber Risk, Artificial Intelligence and Machine Learning (AI/ML), Security Awareness, Machine Learning, Automation
Intermediate · Course · 1 - 4 Weeks