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: Applied Behavior Analysis, Instructing, Mental and Behavioral Health, Behavioral Health
Beginner · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Spring Framework, Object-Relational Mapping, Transaction Processing, Data Persistence, Spring Boot, Database Management, Database Systems, Data Access, Restful API, Web Services, Data Management
Intermediate · Course · 1 - 4 Weeks

Queen Mary University of London
Skills you'll gain: Proposal Development, Market Research, Data Collection, Research Design, Proposal Writing, Research Reports, Research Methodologies, Business Research, Marketing Management, Marketing, Surveys, Report Writing, Research, Qualitative Research, Data Analysis, Focus Group, Business Ethics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: IBM Cloud, Model Deployment, AI Enablement, Generative AI Agents, Self Service Technologies, Application Deployment, Customer Inquiries, Customer Engagement, Cloud Computing, Customer Service, Natural Language Processing
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Organizational Development, Human Resource Strategy, Employee Engagement, Human Resources, Organizational Change, Organizational Effectiveness, Compensation Management, Performance Improvement, Change Management, Data Collection
Mixed · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Excel Macros, Excel Formulas, Microsoft Excel, Data Visualization, ChatGPT, Plot (Graphics), Spreadsheet Software, Vibe coding, Interactive Data Visualization, AI Enablement, Multimodal Prompts, Prompt Engineering, Prototyping, Verification And Validation, Data Import/Export
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Sustainable Technologies, Basic Electrical Systems, Electrical Systems, Electronic Components, Electric Power Systems, Power Electronics, Sustainable Engineering, Electrical Engineering, Environmental Issue, Emerging Technologies, Energy and Utilities, Climate Change Mitigation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Self-Awareness, Innovation, Personal Development, Social Impact, Sustainable Development, Empowerment, Entrepreneurship, Action Oriented, Community Development, Social Work, Culture Transformation, Visionary, Business Modeling, Proactivity, Corporate Sustainability, Goal Setting, Problem Solving, Planning, Business
Beginner · Course · 1 - 3 Months

University of London
Skills you'll gain: Pseudocode, C++ (Programming Language), Object Oriented Programming (OOP), C and C++, Object Oriented Design, File I/O, Integrated Development Environments, Computer Programming, Development Environment, Programming Principles, Data Structures, Program Development, Algorithms, Interactive Design, Data Modeling, FinTech, Software Engineering, Test Data, Verification And Validation, Software Installation
Build toward a degree
Intermediate · Specialization · 1 - 3 Months

University of Geneva
Skills you'll gain: Cognitive flexibility, Critical Thinking, Scientific Methods, Learning Strategies, Research, Psychology, digital literacy, Media and Communications, Social Impact
Beginner · Course · 1 - 3 Months

IIT Bombay
Skills you'll gain: Design Thinking, User Research, Ideation, Prototyping, Human Centered Design, Design Research, Research and Design, Product Design, Sustainable Business, Innovation, Brainstorming, User Centered Design, Creative Thinking, Empathy, User Feedback, Product Development, Case Studies, Cultural Responsiveness, Collaboration
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: MySQL, SQL, Relational Databases, Data Analysis, Computer Programming, Computer Science
Beginner · Guided Project · Less Than 2 Hours