Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.

University of Colorado Boulder
Skills you'll gain: Campaign Planning, Strategic Communication, Communication Planning, Target Audience, Campaign Management, Advertising, Marketing Communications, Advertising Campaigns, Resource Allocation, Media Strategy, Brand Management, Corporate Communications, Integrated Marketing Communications, Stakeholder Communications, Public Relations, Marketing, Business Strategy, Communication, Business Communication, Business Process
★ 4.5 (56) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Work Breakdown Structure, Calendar Management, Timelines, Project Schedules, Scheduling, Project Planning, Project Management Software, Project Management, Resource Management, Relationship Management, Dependency Analysis, Data Visualization, Data Import/Export
★ 4.7 (73) · Beginner · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Case Law, Court Systems, Social Justice, Law, Regulation, and Compliance, Adjudication, Legal Proceedings, Social Studies, Appeals, Civil Law, Liberal Arts, Policy Analysis, Case Studies
★ 4.9 (85) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Email Security, File Management, Control Panels, Web Analytics and SEO, MySQL, Apache, Cloud Hosting, Public Key Infrastructure, User Accounts, Security Controls, Data Security, Key Management, Encryption, Database Management, Web Servers, Email Automation, User Provisioning, Systems Administration, System Configuration, Content Management
★ 5 (7) · Beginner · Specialization · 1 - 3 Months

Starweaver
Skills you'll gain: Business Process Modeling, Process Modeling, Responsible AI, Digital Transformation, Business Process Management, Business Process Improvement, AI Product Strategy, Workflow Management, AI Enablement, Product Management, Market Opportunities, Sustainable Development, Social Impact, Generative AI, Customer Insights, Innovation, Sustainability Reporting, Prompt Engineering, AI Personalization, Automation
★ 4.5 (43) · Intermediate · Specialization · 1 - 4 Weeks

Skills you'll gain: Transact-SQL, Transaction Processing, Database Management, Microsoft SQL Servers, Operational Databases, SQL, Data Manipulation, Relational Databases, Database Theory, Data Integrity, Data Access, Generative AI, AI Integrations, Performance Tuning
★ 4.3 (43) · Beginner · Course · 1 - 4 Weeks

University of London
Skills you'll gain: Virtual Reality, Interactive Design, Interaction Design, Augmented and Virtual Reality (AR/VR), Virtual Environment, User Interface (UI), Human Computer Interaction, Display Devices, Human Machine Interfaces, Usability, User Interface (UI) Design, Human Factors, User Experience Design
★ 4.6 (137) · Intermediate · Course · 1 - 4 Weeks

The University of North Carolina at Chapel Hill
Skills you'll gain: Deductive Reasoning, Chemistry, Social Studies, Social Sciences, World History, Liberal Arts, Psychology, Case Studies
★ 4.4 (73) · Beginner · Course · 1 - 3 Months

Dartmouth College
Skills you'll gain: Structural Engineering, Structural Analysis, Construction, Civil Engineering, Architecture and Construction, Engineering Analysis, Building Design, Engineering Design Process, Mechanics, Applied Mathematics
★ 4.9 (79) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cryptography, Encryption, Cryptographic Protocols, Secure Coding, Public Key Cryptography Standards (PKCS), Key Management, Public Key Infrastructure, Python Programming, Brute-force attacks, Scripting, Algorithms
★ 5 (13) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Command-Line Interface, Network Security, Operating Systems, Information Technology Operations, Network Support, Mac OS, Security Controls, Microsoft Windows, Information Systems Security, System Configuration, Mobile Security, System Support, Linux, Network Troubleshooting, Technical Support, Software Installation, Help Desk Support, Firewall, Malware Protection, Encryption
★ 4.7 (72) · Intermediate · Course · 1 - 3 Months

University of Amsterdam
Skills you'll gain: Culture, Socioeconomics, Sociology, Social Sciences, Systems Thinking, Economics, Policy, and Social Studies, Cultural Diversity, Traffic Flow Optimization, Policy Analysis, Public Works, Environmental Science, Spatial Analysis, Biology, Case Studies, Human Centered Design, Environment, Qualitative Research, Environment and Resource Management, Policy Development, European History
★ 4.9 (254) · Intermediate · Course · 1 - 3 Months