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.

National Taiwan University
Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Strategic Decision-Making, Data-Driven Marketing, Data Strategy, Analytics, Financial Data, Social Media Analytics, Marketing Analytics, Market Analysis, Customer Insights, Big Data, Social Media, Business, Brand Management, Banking, FinTech
★ 4.8 (414) · Beginner · Course · 1 - 3 Months

Skills you'll gain: CI/CD, Continuous Integration, Jenkins, Devops Tools, DevOps, Infrastructure as Code (IaC), Continuous Delivery, OpenShift, Git (Version Control System), GitHub, IT Automation, Kubernetes, Containerization, Automation
★ 4.7 (262) · Intermediate · Course · 1 - 3 Months

ISC2
Skills you'll gain: Network Security, Cybersecurity, Cyber Attacks, IT Security Architecture, Infrastructure Security, Threat Detection, Computer Networking, Data Centers, General Networking, Distributed Denial-Of-Service (DDoS) Attacks, Intrusion Detection and Prevention, Threat Management, Cloud Services, Data Security, Network Planning And Design, Firewall, Cloud Security, OSI Models, Network Protocols, Network Model
★ 4.7 (256) · Beginner · Course · 1 - 3 Months
Amazon Web Services
Skills you'll gain: Amazon CloudWatch, Containerization, Microservices, Cloud-Native Computing, Docker (Software), Amazon Web Services, Kubernetes, Application Deployment, Serverless Computing, Cloud Deployment, System Monitoring, Scalability
★ 4.6 (180) · Beginner · Course · 1 - 4 Weeks

Yonsei University
Skills you'll gain: Global Marketing, Diversity Marketing, Marketing, Strategic Marketing, Consumer Behaviour, Target Market, Marketing Management, Business-To-Consumer, Marketing Strategies, Innovation, Cross-Channel Marketing, Marketing Planning, Promotional Strategies, Marketing Channel, Go To Market Strategy, Market Opportunities, Target Audience, Product Marketing, Market Analysis, Customer Analysis
★ 4.7 (342) · Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Control Systems, Mathematical Modeling, Engineering Analysis, Differential Equations, Systems Analysis, Electrical Systems, Mechanics, Systems Thinking, Applied Mathematics, Performance Testing, Integral Calculus, Basic Electrical Systems
★ 4.7 (138) · Intermediate · Course · 1 - 3 Months

University of Lausanne
Skills you'll gain: Criminal Investigation and Forensics, Statistical Reporting, Court Systems, Legal Proceedings, Laboratory Reports, Scientific Methods, Investigation, Statistical Analysis, Probability & Statistics, Research, Technical Communication, Case Studies, Molecular Biology, Verification And Validation
★ 4.9 (533) · Beginner · Course · 1 - 3 Months

MathWorks
Skills you'll gain: Model Based Systems Engineering, Systems Engineering, Systems Architecture, Systems Design, Functional Design, Requirements Analysis, System Requirements, Requirements Elicitation, Functional Requirement, Verification And Validation
★ 4.8 (295) · Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Technical Management, Decision Intelligence, AI Product Strategy, Model Training, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Debugging, Deep Learning, Machine Learning, Model Evaluation, Test Data
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Payroll Processing, Payroll Administration, Accounting Software, Financial Reporting, Payroll Systems, Payroll, Business Reporting, Accounting, General Accounting, Management Reporting, Standard Accounting Practices, Accounting Systems, Accounting and Finance Software, Tax Management, Workflow Management, Vendor Management, Accounts Payable, Small Business Accounting, Accounting Records, Collaborative Software
★ 5 (22) · Beginner · Course · 1 - 4 Weeks

University of London
Skills you'll gain: Public History, Photography, Photo Editing, Art History, Media and Communications, Visual Storytelling, Research, World History, European History, Storytelling, Case Studies, Ethical Standards And Conduct
★ 4.6 (394) · Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Product Management, Product Development, Agile Product Development, Team Performance Management, Product Strategy, Cross-Functional Team Leadership, Stakeholder Analysis, Marketing, Market Opportunities, Leadership, Agile Methodology, Cross-Functional Collaboration, Customer Insights
★ 4.6 (338) · Beginner · Course · 1 - 4 Weeks