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.

Skills you'll gain: User Experience, Adobe XD, Design Thinking, User Research, Wireframing, Augmented and Virtual Reality (AR/VR), Emerging Technologies, Collaborative Software, Prototyping, Software Development Life Cycle
★ 4.7 (109) · Beginner · Course · 1 - 4 Weeks
Skills you'll gain: SAS (Software), Network Analysis, Trend Analysis, Data Manipulation, Data Analysis, Forecasting, Data Quality, Text Mining, Exploratory Data Analysis, Spatial Data Analysis, Data Visualization Software, Spatial Analysis, Data Transformation, Dashboard, Data Mapping, Analytics, Data Visualization, Business Analytics, Business Reporting, Interactive Data Visualization
★ 4.7 (1.1K) · Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Event Marketing, Events and Conferences, Event Management, Brand Marketing, Event Planning, Marketing Effectiveness, Driving engagement, Marketing Strategies, Marketing Communications, Media Strategy, Branding, Stakeholder Management, Brand Management, Brand Strategy, Stakeholder Engagement, Drive Engagement, Stakeholder Communications, Plan Execution, Brand Awareness, Customer Insights
★ 4.6 (21) · Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Sheets, Spreadsheet Software, Google Workspace, Google Docs, Data Validation, Data Visualization, Productivity Software, Data Sharing, Data Integration, Automation
★ 4.7 (451) · Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: 3D Modeling, 3D Assets, Design Elements And Principles, Computer Graphics, Visualization (Computer Graphics), Design Software, Computer-Aided Design, Design, User Interface (UI)
★ 4.3 (56) · Beginner · Course · 1 - 4 Weeks

The University of Notre Dame
Skills you'll gain: Active Listening, Workplace inclusivity, Data Ethics, Negotiation, Leadership Studies, Leadership Development, Business Ethics, Conflict Management, Change Management, Organizational Change, Diversity and Inclusion, Social Justice, Tactfulness, Communication Strategies, Personal Integrity, Organizational Leadership, Analytics, Analytical Skills, Market Dynamics, Ethical Standards And Conduct
★ 4.7 (209) · Beginner · Specialization · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Climate Change Programs, Sustainable Business, Waste Minimization, Corporate Sustainability, Business Ethics, Climate Change Adaptation, Environmental Laws, Insurance, Environmental Policy, Natural Resource Management, Product Lifecycle Management, Climate Change Mitigation, Environmental Regulations, Business Risk Management, Mitigation, Insurance Policies, Governance, Sustainability Reporting
★ 4.8 (463) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, Cloud Computing Architecture, Generative AI Agents, Systems Development Life Cycle, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Cloud Services, Database Management Systems, Artificial Intelligence, Software Development Methodologies, Data Strategy, Database Application, Programming Principles, Data Storage Technologies, Cross Platform Development, Package and Software Management, Data-Driven Decision-Making, Computer Programming, Other Programming Languages
★ 4.7 (475) · Beginner · Course · 1 - 3 Months

Kennesaw State University
Skills you'll gain: LinkedIn, Professional Networking, Professional Development, Interviewing Skills, Mentorship, Social Media, Rapport Building, Social Media Strategy, Business Research, Relationship Building, Professionalism, Business Correspondence, People Development, Business Writing, Relationship Management, Strategic Communication, Communication, Decision Making, Habit Formation, Leadership
★ 4.6 (1.7K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Responsible AI, Model Deployment, Feature Engineering, MLOps (Machine Learning Operations), Model Training, Model Evaluation, Data Ethics, PyTorch (Machine Learning Library), Model Optimization, Scikit Learn (Machine Learning Library), Data Preprocessing, Data Pipelines, Deep Learning, Software Documentation, Technical Documentation
Intermediate · Course · 1 - 4 Weeks

American Psychological Association
Skills you'll gain: Institutional Review Board (IRB), Descriptive Statistics, Quantitative Research, Data Literacy, Scientific Methods, Graphing, Research Design, Statistical Visualization, Statistical Hypothesis Testing, Science and Research, Research Methodologies, Probability & Statistics, Research, Statistical Inference, Statistics, Statistical Analysis, Statistical Methods, Ethical Standards And Conduct, Data Analysis, Research and Design
★ 4.8 (297) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Agile Project Management, Team Building, Sprint Planning, Agile Methodology, Project Management Institute (PMI) Methodology, Meeting Facilitation, Project Management, Sprint Retrospectives, User Story, Analysis, Market Opportunities
★ 4.6 (449) · Beginner · Course · 1 - 4 Weeks