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: Usability, User Experience Design, User Centered Design, Software Documentation, Usability Testing, Technical Documentation, Bioinformatics, End User Training and Support, Technical Writing, Technical Communication, Product Development, Writing
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Active Listening, Trustworthiness, Drive Engagement, Compassion, Workplace inclusivity, Diversity and Inclusion, Organizational Leadership, Strategic Leadership, Leadership Development, Diversity Awareness, Leadership and Management, Empathy & Emotional Intelligence, Emotional Intelligence, Team Building, Empathy, Teamwork, Self-Awareness, Empowerment, Leadership, Culture Transformation
Mixed · Course · 3 - 6 Months

Skills you'll gain: AI Security, Generative AI Agents, Agentic Workflows, DevSecOps, Threat Modeling, Generative AI, Responsible AI, Open Web Application Security Project (OWASP), Threat Management, Agentic systems, Security Testing, LLM Application, Security Strategy, Continuous Monitoring, Security Controls, Risk Management Framework, Risk Management
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Statistical Modeling, Statistics, Regression Analysis, Statistical Methods, Sampling (Statistics), Statistical Inference, Probability & Statistics, Correlation Analysis, Data Analysis, Statistical Analysis, Statistical Software, Statistical Hypothesis Testing, Predictive Modeling
Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Jupyter, Microservices, AWS SageMaker, Command-Line Interface, Package and Software Management, Containerization, Applied Machine Learning, Python Programming, Application Deployment, Test Automation, Algorithms, Software Installation
Intermediate · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Advocacy, Immigration Law, Community and Social Work, Human Services, Social and Human Services, Social Justice, Legal Support, Family Support, Community Mental Health Services, Appeals, Court Systems, World History, Legal Proceedings, International Relations, Legal Hearings, Mental Health Diseases and Disorders, Case Studies
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering Tools, Generative AI, AI Enablement, Performance Analysis, Strategic Leadership, AI literacy, Performance Measurement, Brand Awareness, Initiative and Leadership, LLM Application, Branding, AI powered creativity, Prompt Patterns, Leadership, Cybersecurity, Strategic Thinking, Decision Intelligence, Computer Security Awareness Training, AI Personalization, Business
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Computer Graphics, Post-Production, Photo/Video Production and Technology, Visualization (Computer Graphics), 3D Assets, Computer Graphic Techniques, Image Quality, Animations
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Building Services Engineering, HVAC, Building Design, Energy and Utilities, Engineering, Thermal Management, Sustainable Engineering, Mechanical Engineering, Engineering Calculations, Sustainable Design, Architectural Design, Engineering Analysis, Climate Change Mitigation, Trigonometry
Advanced · Course · 1 - 3 Months
Skills you'll gain: Clinical Nursing, Patient Communication, Nursing and Patient Care, Nursing Care, Nursing Basics, Nursing Process, Clinical Assessment, Basic Nursing Skills, Patient Evaluation, Health Assessment, Treatment Planning, Patient Safety, Care Management, Direct Patient Care, Nursing, Basic Patient Care, Communication, Prioritization, Collaboration, Project Documentation
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Interviewing Skills, Management Training And Development, Job Analysis, People Analytics, Data-Driven Decision-Making, Recruitment, Organizational Effectiveness, Talent Recruitment, Team Performance Management, Diversity Training, Workplace inclusivity, Diversity and Inclusion, Recruitment Strategies, Talent Acquisition, Performance Measurement, Decision Making, Communication
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Product Lifecycle Management, Digital Transformation, Customer experience improvement, Business Communication, Business Acumen, Cost Benefit Analysis, Financial Acumen, Customer Relationship Building, Stakeholder Communications, Cross-Functional Collaboration, Innovation, Strategic Decision-Making
Beginner · Course · 1 - 3 Months