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.
McMaster University
Skills you'll gain: Finance, Peer Review, Project Design, Business Mathematics, Market Dynamics, Financial Analysis, Financial Planning, Capital Markets, Economics, Decision Making
Mixed · Course · 1 - 4 Weeks

Sungkyunkwan University
Skills you'll gain: Cultural Sensitivity, Language Learning, Oral Expression, Vocabulary, Oral Comprehension, Grammar
Intermediate · Course · 1 - 3 Months

Skills you'll gain: User Experience Design, Responsive Web Design, Human Centered Design, Design, Artificial Intelligence, Design Research, Design Thinking, Usability Testing, User Research, Prototyping
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Legal Technology, Responsible AI, Legal Research, Legal Risk, Artificial Intelligence, Intellectual Property, Generative AI, LLM Application, Natural Language Processing, Regulation and Legal Compliance, Compliance Management, Prompt Engineering, Litigation Support, Automation, Contract Review
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Video Editing, TikTok, Storytelling, Timelines, Content Creation, Multimedia, Photo/Video Production and Technology, Animations, Color Theory, Typography
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Machine Learning Algorithms, Data Governance, Health Systems, Health Informatics, Artificial Intelligence, Analytics, Digital Transformation, Healthcare Industry Knowledge, Healthcare Ethics, Artificial Intelligence and Machine Learning (AI/ML), Human Factors (Security), Generative AI Agents, Machine Learning, Health Technology, Health Information Management, Information Technology, Information Systems
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Cloud Development, Microsoft Azure, Software Development, Cloud Applications, Cloud Computing, Program Development, Azure DevOps, Application Deployment, Design Strategies, Virtual Machines, Data Storage
Intermediate · Course · 1 - 4 Weeks

Peking University
Skills you'll gain: Vocabulary, Literacy, Language Competency, Language Learning, Oral Comprehension
Beginner · Course · 1 - 3 Months

Universitat Politècnica de València
Skills you'll gain: Cybersecurity, Cyber Attacks, Computer Security Awareness Training, Distributed Denial-Of-Service (DDoS) Attacks, Encryption, Security Awareness, Data Security, Personally Identifiable Information, Email Security, Cyber Risk, Malware Protection, General Data Protection Regulation (GDPR), Information Privacy, Multi-Factor Authentication, Identity and Access Management
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Supplier Relationship Management, Procurement, Vendor Management, Ethical Standards And Conduct, Strategic Sourcing, Governance, Compliance Training, Contract Management, Supply Chain, Stakeholder Management, Accountability, Due Diligence, Risk Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Predictive Analytics, Data Presentation, Responsible AI, Predictive Modeling, Strategic Decision-Making, Data-Driven Decision-Making, Business Intelligence, Data Visualization, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Business Marketing, Natural Language Processing, Text Mining, Python Programming, Reinforcement Learning, Data Security, Network Analysis, Security Awareness
Beginner · Course · 1 - 4 Weeks

Universitat Politècnica de València
Skills you'll gain: Web Content Accessibility Guidelines, Disabilities, Mobile Development, Hypertext Markup Language (HTML), Web Design, Usability, User Interface (UI), Human Computer Interaction, Education and Training, Android (Operating System), Apple iOS, Diversity Equity and Inclusion Initiatives
Beginner · Course · 1 - 3 Months