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: Probability, Statistical Inference, Estimation, Statistical Methods, Probability & Statistics, Statistics, Probability Distribution, Markov Model, Data Literacy, Statistical Analysis, Bayesian Statistics, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Science, Theoretical Computer Science, Data Analysis, Machine Learning Algorithms, Mathematical Theory & Analysis
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

The Museum of Modern Art
Skills you'll gain: Culture, Aesthetics, Community Development, Cultural Diversity, Performing Arts, Creativity, Liberal Arts, Non-Verbal Communication, Art History, Trend Analysis, Photography
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Financial Trading, Market Trend
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Video Editing, Canva (Software), Video Production, Marketing Materials, Content Creation, Digital Content, Animations, Multimedia, Storytelling, Typography, Branding, Data Import/Export, Drive Engagement
Beginner · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Customer Engagement, Sales Training, Employee Retention, Sales Enablement, Sales Management, Innovation, Sales Strategy, Sales, Sales Development, Sales Territory Management, Stress Management, Team Building, Professional Networking, Technical Sales, Growth Strategies, Market Opportunities, Continuous Improvement Process, Constructive Feedback, Personalized Service, Resilience
Beginner · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Web Content Accessibility Guidelines, HTML and CSS, Cascading Style Sheets (CSS), Responsive Web Design, Browser Compatibility, Hypertext Markup Language (HTML), Web Content, Web Design and Development, Animations, Front-End Web Development, Web Applications, Web Development, Web Design, Typography, Javascript, Software Design, Software Development
Mixed · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Portfolio Management, Derivatives, Financial Market, Securities (Finance), Investment Management, Portfolio Risk, Asset Management, Credit Risk, Mortgage Loans, Mathematical Modeling, Applied Mathematics, Capital Markets, Financial Modeling, Risk Modeling, Regression Analysis, Market Liquidity, Futures Exchange, Risk Management, Equities, Actuarial Science
Intermediate · Specialization · 3 - 6 Months

Rice University
Skills you'll gain: Communication Planning, Stakeholder Management, Organizational Structure, Project Documentation, Project Management, Project Management Life Cycle, Stakeholder Analysis, Project Scoping, Planning, Project Planning, Requirements Management, Financial Analysis, Business Analysis, Case Studies, Peer Review
Beginner · Course · 1 - 3 Months

Skills you'll gain: Bootstrap (Front-End Framework), Responsive Web Design, Web Design and Development, HTML and CSS, Web Design, UI Components
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Process Optimization, Operational Analysis, Business Process Reengineering, Process Improvement, Business Strategy, Operational Efficiency, Program Evaluation, Performance Measurement, Business Operations, Business Process, Organizational Strategy, Business Transformation, Strategic Decision-Making, Needs Assessment, Analysis, Organizational Change
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Programmable Logic Controllers, Simulation and Simulation Software, Industrial Engineering, Control Systems, Electronic Hardware, Data Structures, Microsoft Azure, Automation, Mobile Development Tools, Performance Tuning, Data Management, System Implementation, System Configuration, Application Programming Interface (API), Data Integration, Communication, Simulations
Intermediate · Specialization · 3 - 6 Months

Knowledge Accelerators
Skills you'll gain: Microsoft Copilot, Microsoft Teams, Microsoft 365, Collaborative Software, Team Building, Meeting Facilitation, Brainstorming, Language Interpretation, Translation, and Studies, Workflow Management, Technical Communication, Prioritization, Web Content Accessibility Guidelines, Microsoft Word, Microsoft PowerPoint, Editing, Generative AI
Intermediate · Course · 1 - 3 Months