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.

American Museum of Natural History
Skills you'll gain: Physical Science, Environment, Hazard Analysis, Spatial Data Analysis, Geographic Information Systems, General Science and Research, Environmental Science, Scientific Methods
Mixed · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Infrastructure Security, Cyber Risk, Cyber Security Policies, Cyber Security Assessment, Cybersecurity, Cyber Security Strategy, Risk Management Framework, Technology Roadmaps, Network Infrastructure, Transportation Operations, Infrastructure Architecture
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Descriptive Statistics, Sampling (Statistics), Probability Distribution, Business Analytics, Statistics, Microsoft Excel, Analytics, Statistical Inference, Data Analysis, Exploratory Data Analysis, Probability & Statistics, Statistical Analysis, Histogram, Data Collection, Data Presentation, Decision Making, Graphing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Web Content Accessibility Guidelines, Test Automation, Usability, Human Centered Design, Usability Testing, User Interface (UI), Agile Product Development, UI/UX Strategy, Front-End Web Development, Software Testing, CI/CD
Advanced · Course · 1 - 4 Weeks
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, CI/CD, Continuous Deployment, Docker (Software), Kubernetes, Containerization, AI Workflows, Scalability, AI Orchestration, DevOps, Model Evaluation, Continuous Monitoring, Version Control
Intermediate · Course · 1 - 4 Weeks
Scrum Alliance
Skills you'll gain: Culture Transformation, Organizational Change, Business Transformation, Organizational Structure, Agile Product Development, Agile Project Management, Agile Methodology, Agile Software Development, Leadership and Management, Employee Coaching, Strategic Leadership, Organizational Leadership, Coaching, Leadership, Business Leadership, Business Process Improvement, Team Leadership, Organizational Strategy, Business Management, Business Strategy
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: Business Ethics, Accountability, Environmental Social And Corporate Governance (ESG), Sustainable Business, Ethical Standards And Conduct, Compliance Management, Regulatory Compliance, Corporate Sustainability, Overcoming Objections, Culture Transformation, Organizational Change, Stakeholder Engagement, Advocacy, Corporate Strategy, Change Management
Beginner · Course · 1 - 4 Weeks

The Museum of Modern Art
Skills you'll gain: Creative Thinking, Creativity, Educational Materials, Curiosity, Liberal Arts, Resourcefulness, Art History, Literacy, Developing Training Materials, Analytical Skills, Open Mindset, Learning Strategies, Collaboration, Communication Strategies
Intermediate · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Curriculum Development, Education and Training, Workplace inclusivity, Advocacy, School Counseling, Student Support and Services, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Lifelong Learning, Cultural Responsiveness, Social Justice, Community Development
Beginner · Course · 1 - 3 Months

University of Glasgow
Skills you'll gain: Responsible AI, digital literacy, Data Ethics, Data Integrity, Ethical Standards And Conduct, Artificial Intelligence, AI Security, Research, Generative AI, Intellectual Property, Human Computer Interaction
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Application Deployment, Kubernetes, Virtual Machines, Platform As A Service (PaaS), Microsoft Azure, Containerization, Virtual Networking, Public Cloud, Cloud Storage, Cloud Infrastructure, Identity and Access Management, Cloud Computing, Cloud Services, Scalability
Intermediate · Course · 1 - 4 Weeks

Emory University
Skills you'll gain: Generative AI, Customer experience improvement, AI Personalization, Marketing Effectiveness, Marketing Strategies, AI Enablement, Marketing Analytics, Customer Insights, Content Creation, Customer Engagement, Artificial Intelligence
Mixed · Course · 1 - 4 Weeks