Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Skills you'll gain: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness
Beginner · Course · 1 - 4 Weeks

Berklee
Skills you'll gain: Musical Composition, Music Theory, Music, Instrumental Music, Music Performance, Writing, Creativity
Intermediate · Course · 1 - 4 Weeks
Scrum Alliance
Skills you'll gain: AI Product Strategy, Responsible AI, Prompt Engineering, User Story, Data Ethics, AI Enablement, Agile Methodology, Scrum (Software Development), Artificial Intelligence, Product Roadmaps, AI Workflows, Product Requirements, Product Management, Product Strategy, Customer experience improvement, Generative AI, Estimation
Beginner · Course · 1 - 3 Months

Michigan State University
Skills you'll gain: Unity Engine, Animations, 3D Modeling, Storyboarding, Color Theory, Animation and Game Design, 3D Assets, Video Game Development, Adobe Photoshop, Autodesk Maya, Computer Graphics, Game Design, Conceptual Design, Prototyping, Graphic and Visual Design, Computer Graphic Techniques, Design, Data Import/Export, Design Elements And Principles, Design Research
Beginner · Specialization · 3 - 6 Months

McMaster University
Skills you'll gain: Experimentation, Data Visualization, Predictive Modeling, Pareto Chart, Process Improvement and Optimization, Simulation and Simulation Software, Process Optimization, Statistical Software, R Programming, Data Analysis, Statistical Analysis, R (Software), Case Studies
Intermediate · Course · 1 - 3 Months

Duke University
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Strategic Prioritization, Corporate Sustainability, Prioritization, Business Ethics, Sustainable Development, Adaptability, Governance, Accountability, Emotional Intelligence, Open Mindset, Social Impact, Discussion Facilitation, Diversity and Inclusion, Ethical Standards And Conduct, Strategic Thinking, Advocacy, Change Management, Strategic Decision-Making
Beginner · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Database Design, SQL, MySQL, PHP (Scripting Language), Relational Databases, JSON, Database Management, jQuery, Hypertext Markup Language (HTML), Javascript and jQuery, Ajax, Databases, Database Management Systems, Database Application, Database Development, Debugging, Web Applications, Object Oriented Programming (OOP), Application Development, Javascript
Intermediate · Specialization · 3 - 6 Months

Alfaisal University | KLD
Skills you'll gain: Training and Development, Knowledge Transfer, Culture Transformation, Organizational Structure, Organizational Leadership, Willingness To Learn, Organizational Change, Organizational Effectiveness, Innovation, Learning Strategies, Market Share, Business Strategy, Case Studies, Leadership
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Embeddings, Transfer Learning, Large Language Modeling, Small Data, Fraud detection, Applied Machine Learning, Model Evaluation, Machine Learning, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks
University of California, Irvine
Skills you'll gain: English Language, Grammar, Language Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Generative AI, Fraud detection, AI Personalization, Financial Regulation, Predictive Analytics, Financial Services, Personalized Service, Financial Forecasting, Financial Trading, Retail Banking, Financial Reporting, Compliance Management, Artificial Intelligence, Risk Analysis, Emerging Technologies, Automation
Beginner · Course · 1 - 4 Weeks

JetBrains
Skills you'll gain: Kotlin, Object Oriented Programming (OOP), Java, Java Programming, Spring Framework, Android Development, IntelliJ IDEA, Functional Design, Interoperability, Unit Testing
Intermediate · Course · 1 - 3 Months