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.

University of Arizona
Skills you'll gain: Water Resources, Environment, Climate Change Programs, Hydrology, Environmental Science, Biology, Water Resource Management, Environment and Resource Management, Environmental Monitoring, Water Sustainability, Life Sciences, Sustainable Systems, Natural Resource Management, Systems Thinking, Climate Change Adaptation, Climate Change Mitigation, Experimentation, Research
★ 4.9 (145) · Beginner · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Campaign Planning, Personalized Campaigns, Social Media Campaigns, Social Media Content, Social Media Analytics, Generative AI, Social Media Strategy, AI Personalization, Campaign Management, Content Creation, Social Media Management, AI literacy, Marketing Strategies, Social Media Marketing, Data-Driven Marketing, Persona Development, Content Performance Analysis, Content Strategy, Content Optimization, Data Analysis
Intermediate · Specialization · 3 - 6 Months

Kennesaw State University
Skills you'll gain: Statistical Process Controls, Lean Methodologies, Lean Six Sigma, Six Sigma Methodology, Process Improvement, Quality Improvement, Continuous Improvement Process, Operational Efficiency, Quality Monitoring, Process Management, Variance Analysis, Document Management, Training Programs
★ 4.5 (42) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Market Research, Business Research, Marketing Strategies, Market Analysis, Marketing Planning, Business Planning, Market Opportunities, Business Analysis, Research Methodologies, Competitive Analysis, Business Strategy, Strategic Planning, Smart Goals, Growth Strategies, Project Scoping, Goal Setting, Interviewing Skills, Key Performance Indicators (KPIs), Report Writing
Beginner · Course · 1 - 4 Weeks

Corporate Finance Institute
Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Dashboard, Business Intelligence, Data Import/Export, Dashboard Creation, Business Reporting, Performance Reporting, Interactive Data Visualization, Data Modeling, Data Wrangling, Data Transformation, Data Visualization Software, Data Analysis, Data Sharing, Sales
★ 4.8 (275) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Governance Risk Management and Compliance, Cyber Attacks, Identity and Access Management, Cybersecurity, Cyber Security Strategy, Information Systems Security, AI Security, Cyber Governance, Security Management, Cloud Security, Security Information and Event Management (SIEM), Cyber Security Assessment, Cyber Risk, Security Software, Zero Trust Network Access, Endpoint Security, Human Factors (Security), Risk Management, Data Governance, Artificial Intelligence and Machine Learning (AI/ML)
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Jenkins, Infrastructure as Code (IaC), CI/CD, Continuous Integration, Continuous Delivery, Debugging, Apache Maven, Scripting
★ 4.5 (23) · Intermediate · Guided Project · Less Than 2 Hours

L&T EduTech
Skills you'll gain: Energy and Utilities, Environmental Regulations, Reliability, Electric Power Systems, Process Engineering, Equipment Design, Plant Operations and Management, Electrical Systems, Stormwater Management, Pump Stations, Environment and Resource Management, Water Quality, Water Sustainability, Hazardous Waste Operations And Emergency Response Standard (HAZWOPER), Sustainable Technologies, Water Resource Management, Water Resources, Thermal Management, Design Specifications, Mechanical Design
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Selenium (Software), Test Script Development, Test Automation, Automation, Software Testing, Java, Test Data, Web Scraping, Java Programming, Software Design Patterns, Code Reusability, Maintainability, Object Oriented Programming (OOP), Data Validation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Apache Maven, Build Tools, Eclipse (Software), CI/CD, Java, Continuous Integration, Integrated Development Environments, Dependency Analysis, Extensible Markup Language (XML)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Constructive Feedback, Innovation, Visionary, User Feedback, Growth Mindedness, Resilience, Adaptability, Open Mindset, Product Improvement, Entrepreneurship, Business Solutions, Creative Problem-Solving, Strategic Thinking, New Business Development, Cooperation, Lifelong Learning, Market Research, Sustainable Business, Continuous Improvement Process, Problem Solving
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Docker (Software), Containerization, Cloud-Native Computing, Load Balancing, Network Infrastructure, Application Deployment, Role-Based Access Control (RBAC), Network Security, Scalability, Software Installation, Data Storage
Intermediate · Course · 1 - 3 Months