Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

University of Michigan
Skills you'll gain: C (Programming Language), C++ (Programming Language), Object Oriented Programming (OOP), Data Structures, Programming Principles, Algorithms, Computer Programming, Software Design, Application Security, Other Programming Languages, Python Programming, Java Programming, System Programming, Computer Architecture, Performance Tuning, Unix, Computer Science, Debugging
Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Magnetic Resonance Imaging, Neurology, Medical Imaging, Diagnostic Radiology, Anatomy, Radiology, X-Ray Computed Tomography, Experimentation, Research Design, Biomedical Technology, Physiology
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Generative AI Agents, Agentic systems, Game Design, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Video Game Development, Animation and Game Design, Generative AI, Game Theory, Design, Design and Product
Intermediate · Course · 1 - 3 Months

Khalifa University
Skills you'll gain: Oral Comprehension, Language Learning, Cultural Sensitivity, Vocabulary, Writing, Oral Expression, Grammar
Intermediate · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Responsive Web Design, Hypertext Markup Language (HTML), Color Theory, Cascading Style Sheets (CSS), Web Applications, Typography, HTML and CSS, Javascript, Web Design and Development, Web Design, Web Development Tools, Web Development, GitHub, Debugging, Web Content Accessibility Guidelines, Front-End Web Development, Cloud Hosting, Program Development, Event-Driven Programming, User Interface (UI) Design
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Responsible AI, AI Security, Information Privacy, Generative AI, Data Ethics, Google Cloud Platform, Data Loss Prevention, Data Security, Cloud Security, Artificial Intelligence and Machine Learning (AI/ML), Safety and Security, Machine Learning, Artificial Intelligence, Interoperability, Data Governance, Model Evaluation, Model Deployment, Ethical Standards And Conduct, Encryption, Human Centered Design
Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Mathematical Theory & Analysis, Applied Mathematics, Linear Algebra, Derivatives
Intermediate · Course · 1 - 4 Weeks

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

Shanghai Jiao Tong University
Skills you'll gain: Language Competency, Vocabulary, Language Learning, Oral Comprehension
Intermediate · Course · 1 - 3 Months

Starweaver
Skills you'll gain: Procurement, Strategic Sourcing, Purchasing, Sustainable Business, Governmental Accounting, Supplier Management, Corporate Sustainability, Business Risk Management, Public Administration, Governance, Digital Transformation, Request For Quotation (RFQ), Risk Management, Supply Chain, Business Ethics, Request for Proposal, Public Policies, Supplier Relationship Management, Regulatory Compliance, Stakeholder Engagement
Intermediate · Course · 1 - 4 Weeks

Corporate Finance Institute
Skills you'll gain: Matplotlib, Financial Data, Exploratory Data Analysis, Pandas (Python Package), Financial Analysis, Data Visualization Software, Statistical Analysis, Data Manipulation, NumPy, Seaborn, Data Analysis, Data Science, Data Transformation, Python Programming, Data Cleansing, Computer Programming
Advanced · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Data Preprocessing, Data Quality, Statistical Analysis, Data Transformation, Data Analysis
Beginner · Professional Certificate · 3 - 6 Months