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.

Imperial College London
Skills you'll gain: Research Design, Epidemiology, Data Collection, Research Methodologies, Research, Public Health and Disease Prevention, Medical Science and Research, Statistical Methods, Statistical Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Software Development Life Cycle, Quality Management, Project Management Life Cycle, Scrum (Software Development), Business Analysis, Risk Management Framework, Business Process, Risk Analysis, Requirements Management, Risk Management, Solution Delivery, Project Management, Project Risk Management, Business Process Improvement, Project Planning, Business Planning, Quality Control, Quality Monitoring, Agile Methodology, Agile Software Development
Beginner · Course · 1 - 4 Weeks

Politecnico di Milano
Skills you'll gain: Organizational Structure, People Management, Process Management, Project Management, Innovation, Team Management, Business Solutions, Conflict Management, Change Management
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: LLM Application, Data Preprocessing, Large Language Modeling, Data Import/Export, Artificial Intelligence and Machine Learning (AI/ML), Data Integration, Applied Machine Learning, Data Capture, Data Quality, Exploratory Data Analysis, Natural Language Processing, Classification Algorithms, Data Management
Intermediate · Course · 1 - 3 Months
University of California San Diego
Skills you'll gain: Collaborative Software, Telecommuting, Team Collaboration, Human Computer Interaction, Social Impact, Social Network Analysis, Interaction Design, Social Sciences, Driving engagement, Digital Communications
Mixed · Course · 1 - 4 Weeks

Icahn School of Medicine at Mount Sinai
Skills you'll gain: Bioinformatics, Applied Machine Learning, Interactive Data Visualization, Supervised Learning, Data Visualization, Machine Learning, Big Data, Data Mining, Data Science, Data Transformation, Data Integration, Precision Medicine, Medical Science and Research, Unsupervised Learning, Molecular Biology, Data Processing, Metadata Management, Cell Biology, Model Evaluation, Data Pipelines
Intermediate · Course · 3 - 6 Months

Skills you'll gain: ASP.NET, Web Applications, Web Development, .NET Framework, Microservices, Single Sign-On (SSO), Performance Tuning, Web Design and Development, Identity and Access Management, Full-Stack Web Development, C# (Programming Language), Application Security, Security Controls, Cloud Development, Multi-Factor Authentication, Application Frameworks, Authentications, Server Side, Authorization (Computing), Role-Based Access Control (RBAC)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Extensible Markup Language (XML), Ajax, Extensible Languages and XML, Web Design and Development, Java Platform Enterprise Edition (J2EE), jQuery, Cascading Style Sheets (CSS), Data Validation, Web Applications, Scripting Languages, Javascript and jQuery, Web Development, Hypertext Markup Language (HTML), Middleware, Model View Controller, Web Services, Interoperability, Java, Computer Graphic Techniques, Scalability
Beginner · Specialization · 3 - 6 Months

The University of Melbourne
Skills you'll gain: Social Studies, World History, European History, Social Sciences, Sociology, International Relations, Social Justice, Socioeconomics, Social Impact, Political Sciences, Culture, Cultural Diversity, Economics
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Financial Statement Analysis, Financial Statements, Environmental Social And Corporate Governance (ESG), Financial Analysis, Sustainability Reporting, Risk Management, Budgeting, Income Statement, Risk Modeling, Risk Analysis, Cost Benefit Analysis, Financial Management, Financial Reporting, Balance Sheet, Corporate Sustainability, Financial Forecasting, Engineering Management, Operating Budget, Business Reporting, Cash Flows
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Ethics, Dashboard Creation, Dashboard, Power BI, Business Intelligence, Interactive Data Visualization, Data Presentation, Data Visualization, Data Visualization Software, Data-Driven Decision-Making, Business Reporting, Business Analytics, Data Analysis Expressions (DAX), Data Security, Ethical Standards And Conduct, Microsoft Power Platform, Data Management, Data Analysis, Performance Tuning, Role-Based Access Control (RBAC)
Beginner · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Business Writing, Report Writing, Negotiation, Project Management, Time Management, Problem Solving, Professional Development, Entrepreneurial Finance, Leadership and Management, Writing, Conflict Management, Business Solutions, Stakeholder Management, Business Communication, Creative Problem-Solving, Finance, Verbal Communication Skills, Business Planning, Critical Thinking and Problem Solving, Entrepreneurship
Mixed · Course · 1 - 3 Months