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 Michigan
Skills you'll gain: Data Mining, Unsupervised Learning, Data Science, Anomaly Detection, Data Manipulation, Machine Learning Methods, Statistical Methods, Linear Algebra, Python Programming, Classification Algorithms
Advanced · Course · 1 - 4 Weeks
Skills you'll gain: Unix Commands, Command-Line Interface, Unix Shell, Unix, Bash (Scripting Language), File Management, Productivity, Computer Programming
Beginner · Guided Project · Less Than 2 Hours

Rice University
Skills you'll gain: File I/O, Development Environment, Data Access, Data Structures, File Management, Data Storage, Scripting, Python Programming, Integrated Development Environments, Debugging
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Human Resources Management and Planning, Human Capital, Human Resource Strategy, Human Resources, Talent Management, Workforce Planning, Workforce Development, Talent Acquisition, Case Studies, Human Resource Policies, Corporate Strategy, Organizational Strategy, Operational Analysis, Business Strategy, Business Management, Strategic Thinking, Competitive Analysis, Analysis
Mixed · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Robotics, Automation Engineering, Machine Controls, Internet Of Things, Control Systems, Automation, Image Analysis, Industrial Engineering, Computer Vision, Equipment Design, Mechanical Design
Intermediate · Course · 1 - 4 Weeks

The Hong Kong University of Science and Technology
Skills you'll gain: White-Box Testing, Acceptance Testing, Software Development Methodologies, Configuration Management, Debugging, Systems Development Life Cycle, Software Development Life Cycle, Software Testing, Software Development, Software Engineering, Unified Modeling Language, Software Quality Assurance, Software Configuration Management, User Acceptance Testing (UAT), System Design and Implementation, Change Control, Test Case, Requirements Analysis, Waterfall Methodology, Project Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Apache Maven, Eclipse (Software), Build Tools, Data Import/Export, Kotlin, Software Installation, Unit Testing, Database Management
Beginner · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Health Systems, Health Equity, Health Assessment, Health Policy, Health Care Administration, Health Administration, Governance, Healthcare Industry Knowledge, Health Promotion, Public Health, Sustainable Development, Public Health and Disease Prevention
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: 3D Modeling, Autodesk Maya, 3D Assets, Autodesk, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Functional Design, Simulations, Design Elements And Principles, Design
Intermediate · Course · 1 - 4 Weeks

Infosec
Skills you'll gain: Open Web Application Security Project (OWASP), Exploitation techniques, Authentications, Vulnerability Assessments, Application Security, Vulnerability Management, Event Monitoring, Security Controls, Data Integrity, Continuous Monitoring, Secure Coding, System Monitoring, Patch Management, Identity and Access Management, Multi-Factor Authentication, Authorization (Computing), Cryptography, Extensible Markup Language (XML), System Configuration, Incident Response
Intermediate · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Mental Health, Preventative Care, Personal Care, Community Health, Social Impact, Culture, Health Promotion, Habit Formation, Productivity, Public Health, Physiology
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Intellectual Property, Commercial Laws, Risk Management, Entrepreneurship, Court Systems, Entrepreneurial Finance, Legal Risk, Law, Regulation, and Compliance, Contract Negotiation, Contract Management, Contract Review, Regulation and Legal Compliance, Personal Injury Law, Labor Law, Business Management, New Business Development, Case Law, Innovation, Asset Protection, Legal Strategy
Beginner · Specialization · 3 - 6 Months