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.

Duke University
Skills you'll gain: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Shell Script, Database Administration, Command-Line Interface, Operational Databases, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Data Processing, Linux
★ 4.2 (13) · Beginner · Guided Project · Less Than 2 Hours

Rice University
Skills you'll gain: Patient Communication, Spanish Language, Bilingual (Spanish/English), Patient Education and Support, Patient-centered Care, Medical Terminology, Language Competency, Cultural Diversity, Vocabulary, Oral Comprehension, Diagnostic Tests, Language Learning, Pharmaceutical Terminology, Grammar
★ 4.7 (339) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Fraud detection, Generative AI, Regulatory Compliance, Generative Model Architectures, Responsible AI, Compliance Management, Governance, Business Risk Management, Risk Management Framework, Risk Management, Data Ethics, Financial Regulation, Anomaly Detection, AI Security
★ 4.3 (43) · Intermediate · Course · 1 - 4 Weeks
Yonsei University
Skills you'll gain: Capital Budgeting, Financial Statements, Financial Statement Analysis, Business Valuation, Financial Analysis, Cash Flow Forecasting, Strategic Decision-Making, Financial Modeling, Income Statement, Return On Investment, Entrepreneurial Finance, Financial Forecasting, Cash Flows, Balance Sheet, Financial Data, Excel Formulas, Microsoft Excel, Case Studies, Forecasting, Finance
★ 4.4 (512) · Beginner · Specialization · 3 - 6 Months

École Polytechnique
Skills you'll gain: Energy and Utilities, Hydraulics, Physical Science, Estimation, Mechanical Engineering, Mathematical Modeling, Engineering Analysis, Mechanics
★ 3.6 (130) · Intermediate · Course · 1 - 3 Months
University of Pennsylvania
Skills you'll gain: Demography, Market Trend, Trend Analysis, International Relations, International Finance, Socioeconomics, Social Sciences, Economics, Policy, and Social Studies, Cultural Diversity, Political Sciences, Financial Systems, World History, Business Acumen, Economic Development, Economics, Business Economics, Consumer Behaviour, Financial Policy, Public Safety and National Security, Governance
★ 4.8 (925) · Mixed · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Surveys, Data Collection, Survey Creation, Research Design, Data Quality, Data Analysis, Analysis, Sampling (Statistics), Big Data
★ 4.2 (775) · Intermediate · Course · 1 - 4 Weeks

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

Skills you'll gain: Augmented Reality, TikTok, Animations, Scripting, Debugging, No-Code Development, Interaction Design, Digital Publishing, Computational Logic
Intermediate · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Executive Presence, Business Communication, Corporate Communications, Strategic Communication, Crisis Management, Interpersonal Communications, Public Relations, Communication, Meeting Facilitation, Intercultural Competence, Professional Development, Stakeholder Communications, Discussion Facilitation, Teamwork, Drive Engagement, Cultural Diversity, Leadership, Communication Strategies, Conflict Management, Verbal Communication Skills
★ 4.6 (223) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Technical Analysis, Financial Trading, Regression Analysis, Business Process Automation, Trend Analysis, Market Data, Predictive Modeling, Market Trend, Advanced Analytics, Securities Trading, Computational Logic, Automation, Data-Driven Decision-Making, Market Dynamics, Decision Intelligence, Financial Market, Workflow Management, Back-End Web Development, Data Visualization, Algorithms
Advanced · Course · 1 - 3 Months

Skills you'll gain: Incident Response, Computer Security Incident Management, Incident Management, Cybersecurity, Cyber Threat Intelligence, Security Management, Security Awareness, Data Ethics, Data Security, Technical Communication, AI Workflows, Artificial Intelligence, Generative AI
★ 4.8 (6.3K) · Beginner · Course · 1 - 3 Months