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: Database Design, SQL, MySQL, Relational Databases, Database Management, Databases, Database Management Systems, Query Languages, Data Modeling, Development Environment, Data Manipulation, Software Installation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Google Gemini, ChatGPT, Responsible AI, Content Creation, Digital Marketing, Marketing Strategies, Keyword Research, Generative AI, Search Engine Optimization, Podcasting, Social Media Content, Email Marketing, Copywriting, Target Audience
Beginner · Course · 1 - 4 Weeks

Illinois Tech
Skills you'll gain: Bayesian Statistics, Machine Learning Algorithms, Model Evaluation, Statistical Analysis, Statistical Inference, Data Analysis, Exploratory Data Analysis, Regression Analysis, Probability & Statistics, Data Cleansing, Analytics, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Statistical Methods, R (Software), Data Mining, Data Science
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Real Madrid Graduate School Universidad Europea
Skills you'll gain: AI Enablement, Exercise Science, Kinesiology, Decision Support Systems, Predictive Modeling, Health Technology, Biomedical Engineering, Machine Learning
Beginner · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Simulations, Probability Distribution, Probability, Statistics, Microsoft Excel, Excel Formulas, Complex Problem Solving, Business Process Modeling, Business Modeling, Risk Modeling, Financial Modeling, Data Modeling, Statistical Analysis
Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Energy and Utilities, Environmental Regulations, Reliability, Process Engineering, Plant Operations and Management, Electrical Systems, Industrial Design, Stormwater Management, Process Control, Building Services Engineering, Water Quality, Control Systems, Water Resource Management, Engineering Design Process, Design Specifications, Construction Engineering, Materials science, Engineering Calculations, Risk Management Framework
Intermediate · Specialization · 1 - 3 Months

Fractal Analytics
Skills you'll gain: Cloud Computing, Information Technology, Cybersecurity, Linear Algebra, Critical Thinking, Simulations
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Customer Insights, AI Personalization, Performance marketing, Marketing Analytics, Generative AI, AI Enablement, Customer Analysis, Google Ads, Responsible AI, Data Presentation, Target Audience, AI Product Strategy, Customer experience strategy (CX), Keyword Research, Marketing Automation, Social Media Marketing, Generative AI Agents, Campaign Management, Email Marketing, Predictive Analytics
Intermediate · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: Semiconductors, Electronic Components, Materials science, Electrical Engineering, Electronics Engineering, Mechanical Engineering, Electronics, Failure Analysis, Thermal Management, Chemical Engineering, Manufacturing Processes, Process Control, Structural Analysis, Chemistry, Engineering Calculations
Intermediate · Specialization · 3 - 6 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Integrated Marketing Communications, Strategic Marketing, Marketing, Advertising, Consumer Behaviour, Business Marketing, Marketing Strategies, Marketing Management, Marketing Channel, Marketing Communications, Brand Marketing, Product Marketing, Promotional Strategies, Business-To-Consumer, Writing
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Dartmouth College
Skills you'll gain: Digital Transformation, Business Ethics, Customer experience improvement, Predictive Modeling, Predictive Analytics, Simulation and Simulation Software, Business Transformation, Scikit Learn (Machine Learning Library), Model Evaluation, Operations Research, Analytics, Business Technologies, Business Analytics, Data-Driven Decision-Making, Feature Engineering, Business Modeling, Systems Thinking, Complex Problem Solving, Process Optimization, Technology Strategies
Intermediate · Specialization · 3 - 6 Months

AI Business School
Skills you'll gain: Agentic Workflows, Prompt Engineering, AI Workflows, Generative AI Agents, Generative AI, Productivity, AI Personalization, Workflow Management, No-Code Development, Responsible AI, Risk Management, AI Orchestration, Large Language Modeling, AI Enablement, Self Service Technologies, ChatGPT, Training Programs, LLM Application, Artificial Intelligence, Innovation
Beginner · Specialization · 1 - 3 Months