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.

Skills you'll gain: Linux Servers, Linux Administration, Linux Commands, Linux, Unix Commands, Command-Line Interface, OS Process Management, Operating System Administration, Debugging, System Monitoring, DevOps, Resource Management
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Responsive Web Design, Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Web Design, Web Content, Web Development, UI Components
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: TCP/IP, Network Protocols, Network Monitoring, OSI Models, Network Security, Web Servers, Network Analysis
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: ArcGIS, Data Presentation, GIS Software, Spatial Data Analysis, Data Visualization, Geographic Information Systems, Geospatial Information and Technology, Geospatial Mapping, Data Import/Export, Data Mapping, Data Integration, Data Management
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Responsive Web Design, Cascading Style Sheets (CSS), HTML and CSS, Hypertext Markup Language (HTML), Web Design, Semantic Web
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Desktop Support, Operating Systems, Technical Support, System Support, Remote Access Systems, Debugging, Microsoft Windows, Software Installation, Application Performance Management, Microsoft Office, Technical Communication
Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Advocacy, Immigration Law, Community and Social Work, Human Services, Social Justice, World History, Legal Research, Legal Proceedings, International Relations, Mental Health Diseases and Disorders, Case Studies
Mixed · Course · 1 - 4 Weeks

Erasmus University Rotterdam
Skills you'll gain: Economic Development, Policy Development, Policy Analysis, International Relations, International Finance, Research, Economics, Economics, Policy, and Social Studies, Writing, Diplomacy, Business Economics, Econometrics, Analysis, Market Dynamics
Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Sustainable Development, Social Justice, Sustainable Systems, Geographic Information Systems, Organizational Change, Sustainable Business, Environmental Policy, Environmental Regulations, Geospatial Mapping, Culture Transformation, Organizational Effectiveness, Sustainability Reporting, Spatial Data Analysis, Environmental Social And Corporate Governance (ESG), Environmental Issue, Strategic Leadership, Leadership, Collaboration, Financial Analysis, Critical Thinking
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: OpenAI API, Prompt Engineering, Data Analysis, Generative AI, Data Visualization Software, Analysis, Data Manipulation, Artificial Intelligence, Python Programming
Intermediate · Guided Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Database Management, Acceptance Testing, Web Applications, Microservices, Software Architecture, Software Engineering, Data Infrastructure, System Monitoring, Functional Requirement, Application Deployment, User Acceptance Testing (UAT), Application Development, Distributed Computing, Prototyping, Requirements Elicitation, Test Automation, Agile Product Development, Big Data, Data Analysis
Build toward a degree
Advanced · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Database Design, Database Theory, Data Modeling, Database Management Systems, Metadata Management, Databases, Data Management, Relational Databases, Unified Modeling Language, Data Governance, Enterprise Modeling, Data Integrity, Data Quality
Build toward a degree
Mixed · Course · 1 - 3 Months