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.

Johns Hopkins University
Skills you'll gain: Scientific Methods, Science and Research, Critical Thinking, Bayesian Statistics, General Science and Research, Research, Analytical Skills, Research Design, Research Methodologies, Statistical Methods, Probability, Probability & Statistics
★ 4.9 (43) · Beginner · Course · 1 - 3 Months
Skills you'll gain: OS Process Management, Operating Systems, System Programming, Performance Tuning, Data Structures, Event-Driven Programming, Data Access
★ 4.4 (36) · Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Investment Management, Performance Measurement, Portfolio Management, Performance Metric, Performance Analysis, Investments, Portfolio Risk, Financial Trading, Benchmarking, International Finance, Risk Management, Financial Regulation, Case Studies, Time Series Analysis and Forecasting
★ 4.3 (15) · Mixed · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Intrusion Detection and Prevention, Model Evaluation, Incident Response, Threat Detection, Computer Security Incident Management, Distributed Denial-Of-Service (DDoS) Attacks, Cybersecurity, Anomaly Detection, Incident Management, Threat Management, Model Training, Continuous Monitoring, Cyber Security Policies, System Monitoring, AI Security, Virtual Machines, Network Security, Machine Learning Methods, Network Analysis, Data Analysis
★ 4.8 (9) · Intermediate · Specialization · 3 - 6 Months

Rice University
Skills you'll gain: Ancient History, Timelines, Social Impact, Public History, Social Justice, Anthropology, Scientific Methods, World History, Social Sciences, Liberal Arts, Peer Review, Science and Research, Data Analysis, Environment, Case Studies, General Science and Research, Environmental Science, Community Development, Investigation, Culture
★ 4.8 (34) · Beginner · Specialization · 3 - 6 Months

University of California, Davis
Skills you'll gain: Construction Estimating, Engineering Plans And Specifications, Blueprint Reading, Architectural Drawing, Cost Estimation, Building Information Modeling, Project Estimation, Risk Management, Project Risk Management, Architecture and Construction, Cost Management, Technical Drawing, Engineering Drawings, Construction Management, Estimation, Bidding, Construction, Risk Analysis, Presentations, Business Communication
★ 4.3 (17) · Intermediate · Specialization · 3 - 6 Months

ESCP Business School
Skills you'll gain: Cultural Diversity, Intercultural Competence, Supply Chain Management, Business Strategy, Business Development, Sustainable Business, Business Economics, Corporate Strategy, Global Marketing, Marketing, Market Dynamics, Market Opportunities, Innovation, Negotiation, Investments
★ 4.4 (139) · Beginner · Course · 1 - 3 Months

Skills you'll gain: LangGraph, Generative AI Agents, AI Orchestration, LangChain, Agentic systems, AI Workflows, OpenAI API, Agentic Workflows, LLM Application, Artificial Intelligence, AI Integrations, User Interface (UI), Python Programming, Context Management, Development Environment
★ 4.5 (81) · Intermediate · Course · 1 - 3 Months

Skillshare
Skills you'll gain: Animations, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Autodesk, Graphical Tools, Timelines, Graphics Software, UI Components, User Interface (UI), File Management, Software Versioning, Software Installation
★ 4.3 (16) · Mixed · Course · 1 - 3 Months
Stanford University
Skills you'll gain: FinTech, Payment Systems, Financial Services, Financial Market, Capital Markets, Payment Processing, Financial Trading, Asset Management, Financial Systems, Securities Trading, Mobile Banking, Consumer Lending, Blockchain, Retail Banking, Banking, Financial Regulation, Investment Management, Financial Data, Digital Assets, Portfolio Management
★ 4.7 (167) · Mixed · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Student Engagement, Pedagogy, Teaching, Digital pedagogy, Disabilities, Driving engagement, Instructional Strategies, Learning Strategies, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Higher Education
★ 4.6 (89) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Dashboard, Dashboard Creation, Kibana, Interactive Data Visualization, Business Analytics, Data-Driven Decision-Making, System Monitoring, Data Presentation, Data Visualization Software, Web Analytics, Exploratory Data Analysis, Trend Analysis, Decision Support Systems, Data Analysis, Automation, Business Intelligence, IT Automation, Content Performance Analysis, Data Wrangling, Data Science
★ 4.8 (13) · Beginner · Specialization · 1 - 4 Weeks