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.

Duke University
Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Unit Testing, Model Deployment, Data Manipulation, Test Script Development, Software Testing, Data Import/Export, Applied Machine Learning, Test Automation, Data Wrangling, Python Programming, Code Reusability, Data Processing, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting
★ 4.2 (361) · Intermediate · Course · 1 - 3 Months

Shanghai Jiao Tong University
Skills you'll gain: Language Competency, Vocabulary, Language Learning, Grammar, Oral Comprehension, Culture
★ 4.8 (329) · Beginner · Course · 1 - 3 Months
McMaster University
Skills you'll gain: Peer Review, Finance, Financial Market, Financial Analysis, Financial Systems, Securities (Finance), Project Finance, Cash Flows, Financial Modeling, Capital Markets, General Finance, Financial Trading, Investments, Derivatives, Investment Management, Business Valuation, Financial Policy, Loans, User Feedback, Project Documentation
★ 4.7 (1.4K) · Beginner · Specialization · 3 - 6 Months

Khalifa University
Skills you'll gain: Data Strategy, Customer Relationship Management (CRM) Software, Data Management, AI Personalization, Sales Enablement, Model Deployment, Feature Engineering, Data Governance, Responsible AI, Model Evaluation, AI Integrations, Data Preprocessing, Customer Analysis, Transfer Learning, Customer Data Management, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Reinforcement Learning, Natural Language Processing
★ 4 (8) · Beginner · Specialization · 3 - 6 Months
Georgia Institute of Technology
Skills you'll gain: Verbal Communication Skills, Professionalism, Interpersonal Communications, Communication Strategies, Communication
★ 4.3 (128) · Mixed · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Android Studio, Android Development, Object Oriented Programming (OOP), Android (Operating System), Java Programming, Java, Mobile Development, Object Oriented Design, Data Structures, Integrated Development Environments, Programming Principles, Computer Programming, Development Environment
★ 4.5 (3.1K) · Beginner · Course · 1 - 3 Months

Pragmatic AI Labs
Skills you'll gain: Performance Tuning, SQL, Rust (Programming Language), Database Systems, Database Software, Relational Databases, Database Development, Database Application, Database Management, Data Engineering, JSON, Databases, Query Languages, Command-Line Interface, SQL Server Reporting Services, Data Import/Export, Data Processing, Database Administration, Data Science, Data Modeling
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Epidemiology, Public Health, Public Health and Disease Prevention, Trend Analysis, Infection Control, Geographic Information Systems, Statistical Visualization, Health Policy, Data Visualization Software, Chronic Diseases, GIS Software, Geospatial Information and Technology, Infectious Diseases, Datamaps, Health Informatics, Risk Analysis, Investigation, Geospatial Mapping, Health Assessment, Statistics
★ 4.7 (4.6K) · Beginner · Specialization · 3 - 6 Months

Multiple educators
Skills you'll gain: Prompt Patterns, Generative Model Architectures, Personalized Campaigns, Data-Driven Marketing, Strategic Marketing, AI Enablement, AI literacy, Email Automation, Driving engagement, Data Ethics, Customer experience improvement, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Responsible AI, Augmented and Virtual Reality (AR/VR), Content Creation, Machine Learning, Data Synthesis, Image Analysis
★ 4.7 (12K) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Canva (Software), Collaborative Software, Teaching, Education Software and Technology, Interactive Learning, Graphic Design
★ 4.8 (12) · Beginner · Guided Project · Less Than 2 Hours

Vanderbilt University
Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, AI literacy, Creative Problem-Solving, AI powered creativity, Generative AI, AI Enablement, AI Personalization, Image Analysis, Artificial Intelligence, Innovation, Brainstorming, Large Language Modeling, Game Design, Organizational Skills, Education Software and Technology, Computer Vision, Student Engagement
★ 4.8 (8.6K) · Beginner · Specialization · 1 - 3 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Business Ethics, Business Communication, Language Competency, Oral Expression, English Language, Intercultural Competence, Communication Strategies, Public Speaking, Verbal Communication Skills, Business Management, Business Writing, Business, Culture, Vocabulary, Cultural Sensitivity, Writing
★ 4.7 (413) · Mixed · Course · 1 - 3 Months