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.

Berklee
Skills you'll gain: Marketing Planning, Performance Measurement, Sales Presentations, Marketing Strategies, Music Performance, Goal Setting, Travel Arrangements, Customer Engagement, Content Marketing, Music, Marketing Channel, Event Management, Business Planning, Professional Networking, Talent Management
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Javascript, Event-Driven Programming, Web Design and Development, Interactive Design, Web Applications, Interaction Design, Scripting, UI Components, Web Development, Scripting Languages, Data Validation
Beginner · Guided Project · Less Than 2 Hours

École Polytechnique
Skills you'll gain: Hydraulics, Real Time Data, Physical Science, Estimation, Spatial Data Analysis, Mathematical Modeling, Environmental Engineering, Engineering Analysis, Applied Mathematics, Mechanics
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Ajax, JSON, JavaScript Frameworks, Javascript, Application Programming Interface (API), Restful API, Web Applications, Real Time Data, Application Security
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Data Ethics, Data Visualization Software, Interactive Data Visualization, Visualization (Computer Graphics), Data Security, Data Presentation, User Centered Design, Infographics, Statistical Visualization, User Experience Design, Technical Communication, Cybersecurity, Healthcare Ethics, Statistical Reporting, Authentications, Data Storytelling, Ethical Standards And Conduct, Information Privacy, Responsible AI, Analysis
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: PostgreSQL, Data Maintenance, Database Administration, Database Architecture and Administration, SQL, Secure Coding, Database Management, Relational Databases, Query Languages, Security Controls, Data Access, Data Security, Role-Based Access Control (RBAC), Threat Detection
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Responsible AI, AI Product Strategy, Generative AI, Strategic Thinking, Data Ethics, Large Language Modeling, Business Strategy, Regulation and Legal Compliance, Growth Strategies, Business Planning, Legal Risk, Organizational Strategy, Organizational Change, Operational Risk, Customer experience strategy (CX), Business Ethics, Generative AI Agents, Business Leadership, Business Transformation, Stakeholder Communications
Beginner · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Wireframing, Web Content Accessibility Guidelines, Responsive Web Design, HTML and CSS, Browser Compatibility, Web Design, Front-End Web Development, User Interface (UI), Verification And Validation, Cascading Style Sheets (CSS), Application Frameworks, Usability, Code Review, Javascript
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Google Cloud Platform, Cloud Computing, Cloud Security, Generative AI, Vulnerability Assessments, Security Controls, Vulnerability Management, Security Engineering, Threat Detection
Beginner · Course · 1 - 4 Weeks

Simplilearn
Skills you'll gain: Docker (Software), Containerization, DevOps, Kubernetes, Command-Line Interface, CI/CD, Application Deployment, YAML, Microservices, Windows PowerShell, Virtual Machines, Network Architecture
Beginner · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: Financial Reporting, Accounting, Budgeting, Financial Statements, Financial Analysis, Financial Management, Financial Planning, Asset Management, Tax, Investment Management, Tax Compliance, Ethical Standards And Conduct, Fundraising
Beginner · Course · 1 - 4 Weeks

Fundação Instituto de Administração
Skills you'll gain: Financial Statement Analysis, Financial Analysis, Forecasting, Business Analytics, Cash Management, Regression Analysis, Descriptive Statistics, Business Valuation, Cash Flows, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Revenue Forecasting, Financial Accounting, Balance Sheet, International Finance, Business Economics, Economics, Market Dynamics, Business Planning
Intermediate · Specialization · 3 - 6 Months