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.

Vanderbilt University
Skills you'll gain: Excel Macros, Excel Formulas, Microsoft Excel, Data Visualization, ChatGPT, Plot (Graphics), Spreadsheet Software, Interactive Data Visualization, AI Enablement, Multimodal Prompts, Generative AI, Prototyping, Verification And Validation
★ 4.8 (74) · Beginner · Course · 1 - 4 Weeks

Technical University of Munich (TUM)
Skills you'll gain: Cost Accounting, Management Accounting, Operating Cost, Cost Control, Cost Estimation, Cost Management, Cost Benefit Analysis, Strategic Decision-Making, Profit and Loss (P&L) Management, Accounting, Product Assortment, Capacity Management, Decision Making, Capacity Planning, Forecasting
★ 4.8 (137) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Data Presentation, Data Visualization, Data Collection, Predictive Modeling, Interactive Data Visualization, Web Scraping, Shiny (R Package), Ggplot2, Data Analysis, Data Manipulation, Data Cleansing, Statistical Modeling, Predictive Analytics, Tidyverse (R Package), Regression Analysis, Data Transformation, Data Science, Dashboard
★ 4.6 (114) · Intermediate · Course · 1 - 3 Months

Tally Education and Distribution Services Private Limited
Skills you'll gain: Case Studies, Sales Tax, Accounting Software, Accounting and Finance Software, Tax Preparation, Tax Returns, Data Import/Export, Tax Management, Tax, Tax Compliance, Bookkeeping, Billing & Invoicing, Income Tax, Invoicing, Consolidation, Ledgers (Accounting), Tax Laws, Financial Data, Intercompany Accounting, Financial Accounting
★ 4.5 (48) · Intermediate · Course · 1 - 4 Weeks

Universidad Nacional Autónoma de México
Skills you'll gain: Organizational Strategy, Governance, Stakeholder Analysis, Corporate Strategy, Business Planning, Business Strategy, Organizational Structure, Strategic Thinking, Environmental Social And Corporate Governance (ESG), Business Management, Stakeholder Management, Corporate Sustainability, Strategic Decision-Making, Stakeholder Engagement, Competitive Analysis, Entrepreneurship, New Business Development, Market Analysis, Ideation, Analysis
★ 4.8 (550) · Mixed · Course · 1 - 3 Months

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

Tecnológico de Monterrey
Skills you'll gain: Succession Planning, Innovation, Business Modeling, Value Propositions, Governance, Entrepreneurship, Lean Methodologies, Leadership and Management, Product Development, Organizational Leadership, Leadership, Business Leadership, Business Architecture, New Product Development, Ideation, People Development, Business Strategies, Strategic Leadership, Sales Presentations, Leadership Development
★ 4.3 (60) · Advanced · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Control Systems, Torque (Physics), Mathematical Modeling, Linear Algebra, Differential Equations, Systems Analysis, Engineering Analysis, Applied Mathematics, Mechanics
★ 4.7 (70) · Advanced · Course · 1 - 4 Weeks

Universidad Austral
Skills you'll gain: Software Documentation, Object Oriented Design, Unified Modeling Language, Software Design, Test Driven Development (TDD), Unit Testing, Object Oriented Programming (OOP), Maintainability, Test Automation, Diagram Design, Programming Principles, Software Quality (SQA/SQC), Software Development, Computer Programming, Python Programming
★ 4.1 (289) · Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Physics, Physical Science, Materials science, Advanced Mathematics, Mathematical Modeling, Applied Mathematics
★ 4.9 (20) · Beginner · Specialization · 1 - 3 Months

Saïd Business School, University of Oxford
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Stakeholder Engagement, Sustainable Business, Governance, Business Metrics, Sustainable Development, Sustainability Reporting, Stakeholder Management, Sustainability Standards, Environmental Issue, Business Ethics, Corporate Strategy, Investment Management, Environment and Resource Management, Community Development, Investments, Diversity and Inclusion, Climate Change Mitigation
★ 4.7 (74) · Beginner · Course · 1 - 4 Weeks

Real Madrid Graduate School Universidad Europea
Skills you'll gain: Kinesiology, Applied Machine Learning, Statistical Machine Learning, Machine Learning Methods, Medical Equipment and Technology, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Health Technology, Machine Learning, Data-Driven Decision-Making, Epidemiology, Load Balancing, Decision Tree Learning, Health Education, Systems Engineering, Psychological Evaluations
Beginner · Course · 1 - 4 Weeks