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: Performance marketing, Digital Advertising, Online Advertising, Advertising, Advertising Campaigns, Paid media, Pay Per Click Advertising, Campaign Management, Media Buying, Digital Media Strategy, Media Planning, Spreadsheet Software, Pivot Tables And Charts, Microsoft Excel, Excel Formulas, Campaign Planning, Data Ethics, Target Audience, Scatter Plots, Conversion Funnel Analysis
★ 4.6 (461) · Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Analytics, Predictive Analytics, Science and Research, Machine Learning, Medical Science and Research, Biomedical Technology, AI Integrations, Generative AI, AI literacy, Regulatory Compliance
★ 3 (7) · Beginner · Course · 1 - 3 Months

Skills you'll gain: PL/SQL, Oracle Databases, SQL, Stored Procedure, Computational Thinking, Computational Logic, Programming Principles, Code Reusability, Business Logic, Data Integrity
★ 4.7 (15) · Mixed · Course · 1 - 4 Weeks
Imperial College London
Skills you'll gain: Virtual Reality, Augmented and Virtual Reality (AR/VR), Computer Graphics, Android (Operating System), Visualization (Computer Graphics), Virtual Environment, Logo Design, 3D Assets, Android Studio, Android Development, Computer Graphic Techniques, Application Development, Graphics Software, Animations, Mobile Development, Color Theory, Creative Design, Performance Tuning, Linear Algebra
★ 4.3 (132) · Intermediate · Specialization · 3 - 6 Months

University of Copenhagen
Skills you'll gain: Sustainable Development, Sustainable Systems, Water Sustainability, Sustainable Business, Waste Minimization, Corporate Sustainability, Social Impact, Food and Beverage, Sustainability Standards, Supply Chain, Business Transformation, Climate Change Mitigation, Climate Change Adaptation, Land Management, Environment and Resource Management, Natural Resource Management, Nutrition Education, Innovation, Nutrition and Diet, Case Studies
★ 4.8 (1K) · Beginner · Course · 1 - 3 Months

JetBrains
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, LLM Application, Embeddings, OpenAI API, AI Integrations, Large Language Modeling, API Design, Agentic Workflows, Generative AI Agents, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Agentic systems, Python Programming, Machine Learning Methods, Docker (Software), Integrated Development Environments, Machine Learning Algorithms, Data Science
★ 4.9 (12) · Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Internet Of Things, Manufacturing Operations, Case Studies, Manufacturing Processes, Manufacturing and Production, Digital Transformation, Business Transformation, Technology Strategies, Cloud Services, Cloud Computing, Digital Assets, Technology Roadmaps, Emerging Technologies, Automation, Strategic Partnership, Operational Efficiency, System Implementation, Cost Benefit Analysis, Business Strategy, Market Opportunities
★ 4.5 (391) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Flutter (Software), Mobile Development, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, React Native, Application Development, iOS Development, Apple iOS, Mobile Development Tools, UI Components, User Story, User Interface (UI), Database Application, Android Development, Databases, Cloud Applications, Database Software, Other Mobile Programming Languages, Database Management, Database Management Systems
★ 4.5 (198) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: LinkedIn, Professional Networking, Web Presence, Relationship Building, Professional Development, General Networking, Professionalism
★ 4.6 (895) · Beginner · Guided Project · Less Than 2 Hours

DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Large Language Modeling, Embeddings, Data Processing, Data Store, Data Access, Vector Databases, Prompt Engineering, Document Management
★ 4.8 (687) · Beginner · Project · Less Than 2 Hours

Universidad de los Andes
Skills you'll gain: Family Planning, Health Education, Education and Training, Advocacy, Empowerment, Social Justice, Formal Learning, Family Support, Health Promotion, Media and Communications, Working With Children, Teaching, Pedagogy, Human Development, Child Development
★ 4.8 (671) · Intermediate · Course · 1 - 3 Months

Wesleyan University
Skills you'll gain: Psychiatry, Mental Health Diseases and Disorders, Clinical Psychology, Mental Health, Mental and Behavioral Health, Psychology, Psychotherapy, Mental Health Therapies, Culture, Cultural Diversity, Cultural Sensitivity, Pharmaceuticals, Pharmacotherapy
★ 4.6 (155) · Beginner · Course · 1 - 3 Months