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.

University of Colorado Boulder
Skills you'll gain: Stakeholder Management, Engineering Management, Stakeholder Engagement, Negotiation, Stakeholder Communications, Mentorship, Leadership, Leadership and Management, Courage, Growth Mindedness, Leadership Development, Team Leadership, Organizational Leadership, Collaboration, Professional Development, Visionary, Personal Development, Lifelong Learning, Personal Integrity, Resilience
Build toward a degree
Beginner · Course · 1 - 4 Weeks
University of Washington
Skills you'll gain: Scientific Visualization, Data Ethics, Data Presentation, Statistical Visualization, Data Storytelling, Data Visualization Software, Data Sharing, Data Governance, Big Data, Technical Communication, Graphic and Visual Design, Cloud Computing, Amazon Web Services, Information Privacy, Ethical Standards And Conduct
Mixed · Course · 1 - 4 Weeks

Corporate Finance Institute
Skills you'll gain: Credit Risk, Loans, Capital Expenditure, Lending and Underwriting, General Lending, Consumer Lending, Mortgage Loans, Commercial Lending, Financial Analysis, Financial Statement Analysis, Risk Analysis, Corporate Finance
Beginner · Course · 1 - 3 Months

Skills you'll gain: Budget Management, Budgeting, Financial Forecasting, Operating Budget, Forecasting, Financial Management, Cost Control, Capital Budgeting, Business Planning, Capital Expenditure, Risk Modeling, Financial Planning, Inventory Control, Finance, Business Strategy
Mixed · Course · 1 - 4 Weeks

University of Science and Technology of China
Skills you'll gain: Brainstorming, Creative Thinking, Creative Problem-Solving, Ideation, Problem Solving, Innovation, Adult Education, Productivity, Workflow Management, Social Sciences, Productivity Software, Collaboration, Quick Learning, Operational Efficiency, Learning Strategies, Lifelong Learning, Willingness To Learn, World History, Personal Development, Sociology
Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Budgeting, Data Visualization, Google Sheets, Productivity Software, Budget Management, Spreadsheet Software, Presentations, User Accounts, Data Sharing
Beginner · Guided Project · Less Than 2 Hours

STARWEAVER
Skills you'll gain: Data Storytelling, Active Listening, Business Writing, Data Visualization, Concision, Data Presentation, Non-Verbal Communication, Sales Strategy, Sales Presentations, Customer Relationship Management (CRM) Software, Writing, Persuasive Communication, Team Collaboration, Virtual Teams, HubSpot CRM, Business Communication, Technical Communication, Communication, Marketing Communications, Communication Strategies
Intermediate · Specialization · 1 - 3 Months

University of Alberta
Skills you'll gain: Diversity Equity and Inclusion Initiatives, Conflict Management, Safety Culture, Team Leadership, Workplace inclusivity, Diversity Training, Stress Management, Organizational Leadership, Diversity and Inclusion, Mental Health Diseases and Disorders, People Management, Rapport Building, Leadership, Leadership and Management, Mental Health, Emotional Intelligence, Employee Engagement, Empathy, Resilience, Communication
Beginner · Specialization · 3 - 6 Months

Universidad de los Andes
Skills you'll gain: Project Estimation, Work Breakdown Structure, Project Controls, Cost Estimation, Estimation, Project Schedules, Case Studies, Cost Management, Scheduling, Project Scoping, Timelines, Project Planning, Scope Management, Project Management, Applied Mathematics, Budget Management, Dependency Analysis
Intermediate · Course · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Institutional Review Board (IRB), Clinical Research Ethics, Medical Science and Research, Healthcare Ethics, Informed Consent, Clinical Research, Scientific Methods, Statistical Methods, Sampling (Statistics), Statistical Analysis, Quantitative Research, Science and Research, Responsible AI, Biostatistics, Technical Writing, Sample Size Determination, Statistical Inference, Statistical Hypothesis Testing
Beginner · Course · 3 - 6 Months

Skills you'll gain: Motion Graphics, Graphic and Visual Design Software, Graphical Tools, Color Matching, Content Creation, Music
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Flask (Web Framework), Web Development, Web Applications, Application Development, Web Development Tools, Application Frameworks, Object-Relational Mapping, Database Application, Back-End Web Development, Software Development, Database Management, Python Programming, Computer Programming
Intermediate · Guided Project · Less Than 2 Hours