Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.

Skills you'll gain: Prompt Engineering, Workflow Management, Generative AI, Organizational Skills, Content Creation, Brand Management
Beginner · Guided Project · Less Than 2 Hours

Vanderbilt University
Skills you'll gain: Microservices, Spring Boot, Spring Framework, IntelliJ IDEA, Java Programming, Restful API, Object Oriented Programming (OOP), Java, Application Deployment, Software Architecture, API Design, Integrated Development Environments, Scalability, Service Oriented Architecture, Web Applications, Software Testing, Unit Testing, Object-Relational Mapping, Distributed Computing, Application Security
Intermediate · Specialization · 1 - 3 Months

Duke University
Skills you'll gain: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Command-Line Interface, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Linux
Beginner · Guided Project · Less Than 2 Hours

The Chinese University of Hong Kong
Skills you'll gain: Operations Research, Applied Mathematics, Mathematical Modeling, Problem Solving, Combinatorics, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Leadership Development, Leadership, Professional Development, Leadership and Management, Conflict Management, Strategic Leadership, Communication, Collaboration, Communication Strategies, People Management, Interpersonal Communications, Business Communication, Emotional Intelligence, Team Management, Corporate Communications, Strategic Communication, Self-Awareness, Relationship Building, Business Management
Intermediate · Course · 3 - 6 Months

Coursera
Skills you'll gain: AI Personalization, Customer Engagement, Data-Driven Decision-Making, Customer experience strategy (CX), Customer Service, Customer experience improvement, Customer Communications Management, Customer Relationship Management (CRM) Software, Personalized Service, Customer Insights, Business Analytics, ChatGPT, User Feedback, Analytics, Consumer Behaviour, Real Time Data, Automation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Adobe Illustrator, Generative AI, Graphic and Visual Design, Adobe Creative Cloud, Graphic Design, Creative Design, Digital Design, Creativity, Color Theory, Innovation, Creative Thinking, Visual Design, Content Creation, Branding
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Intellectual Property, Entrepreneurship, Business Strategy, Innovation, Regulation and Legal Compliance, Legal Strategy, Legal Risk, Commercialization, Branding, Competitive Analysis
Beginner · Course · 1 - 4 Weeks

Michigan State University
Skills you'll gain: Persona (User Experience), Game Design, Design, Animation and Game Design, User Experience Design, Persona Development, Driving engagement, Augmented and Virtual Reality (AR/VR), Psychology, User Research, Cultural Sensitivity, Cultural Diversity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Creativity, Prompt Engineering, Ideation, Brainstorming, Adobe Creative Cloud, Artificial Intelligence, Innovation, Design Thinking, Content Creation, Scalability, Multimedia, Storytelling, Visual Design, Content Strategy
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Stakeholder Communications, Stakeholder Analysis, Systems Thinking, Communication Strategies, Business Systems Analysis, Ethical Standards And Conduct
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Electronic Systems, Verification And Validation, Embedded Systems, Electronics Engineering, Application Specific Integrated Circuits, Electronic Hardware, System Design and Implementation, Program Development, Technical Design, Computer Architecture, Eclipse (Software), Computational Logic, Hardware Architecture, Embedded Software, Integrated Development Environments, Microarchitecture, Programmable Logic Controllers, Development Environment
Build toward a degree
Intermediate · Specialization · 3 - 6 Months