Math for Data Science courses can help you learn statistical analysis, linear algebra, probability theory, and calculus. You can build skills in data visualization, hypothesis testing, and regression analysis, which are crucial for interpreting data effectively. Many courses introduce tools like Python, R, and SQL, along with libraries such as NumPy and Pandas, to help you apply these mathematical concepts to real datasets and enhance your analytical capabilities.

Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Generative AI, Large Language Modeling, Hugging Face, PyTorch (Machine Learning Library), Embeddings, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks

Università di Napoli Federico II
Skills you'll gain: English Language, Social Skills, Language Learning, Interpersonal Communications, Vocabulary, Verbal Communication Skills, Communication, Oral Comprehension, Grammar
Intermediate · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Public Health, Mental Health Diseases and Disorders, Epidemiology, Mental Health, Social Determinants Of Health, Health Disparities, Maternal Health, Health Policy, Research Methodologies, Cultural Diversity
Beginner · Course · 1 - 3 Months

The World Bank Group
Skills you'll gain: Climate Change Adaptation, Climate Change Mitigation, Interactive Learning, Environmental Issue, Sustainable Development, Social Impact, Environment, Environmental Policy, Natural Resource Management, Environmental Science, Energy and Utilities, Water Resource Management, Scientific Methods, Policy Analysis, Cooperation, Collaboration
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Retrieval-Augmented Generation, LangChain, LLM Application, Hugging Face, Generative AI, OpenAI, Web Applications, Flask (Web Framework), Python Programming, Natural Language Processing, Prompt Engineering, Image Analysis
Intermediate · Course · 1 - 3 Months

University of Western Australia
Skills you'll gain: Land Management, Community Development, Water Sustainability, Sustainable Development, Water Resource Management, Environment and Resource Management, Natural Resource Management, Sustainable Technologies, Climate Change Adaptation, Environmental Engineering and Restoration, Environmental Science
Beginner · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Credit Risk, Corporate Finance, Mergers & Acquisitions, Financial Management, Risk Management, Equities, Derivatives, Private Equity, Cash Flows, Financial Analysis, Capital Budgeting, Governance
Build toward a degree
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Tax Returns, Tax Preparation, Income Tax, Payroll Tax, Tax Compliance, Tax Laws, Expense Management, Operating Expense, Compensation and Benefits
Build toward a degree
Intermediate · Course · 1 - 3 Months

Duke University
Skills you'll gain: Financial Modeling, Entrepreneurial Finance, Business Valuation, Excel Formulas, Finance, Investments, Private Equity, Securities (Finance), Entrepreneurship, Cash Flows, Risk Analysis
Intermediate · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Object Oriented Design, Java, Object Oriented Programming (OOP), Unit Testing, Java Programming, Application Development, Data Structures, Software Testing, Programming Principles, Test Driven Development (TDD), Computer Programming
Beginner · Course · 1 - 4 Weeks

Peking University
Skills you'll gain: Computer Systems, Computer Architecture, Microarchitecture, Hardware Architecture, Computer Hardware, Peripheral Devices, System Software, Operating Systems, Data Storage, Data Storage Technologies, Computational Logic
Mixed · Course · 1 - 3 Months

Skills you'll gain: User Story, Agile Project Management, Backlogs, Sprint Planning, Project Risk Management, Agile Methodology, Risk Management, Management Reporting, Sprint Retrospectives, Performance Reporting, Team Oriented, Project Estimation, Project Performance, Estimation, Capacity Planning, Prioritization
Beginner · Course · 1 - 4 Weeks