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.

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

Skills you'll gain: Compensation Strategy, Training Programs, Compensation Management, Employee Training, Workforce Development, Compensation Analysis, Training and Development, Compensation and Benefits, Expense Management, Budget Management, Employee Performance Management, Cost Management, Workforce Planning, People Development, Budgeting, Program Evaluation, Workforce Management, Cost Control, Payroll Administration, Human Resources Information System (HRIS)
Mixed · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, AI powered creativity, Generative AI, AI literacy, Artificial Intelligence, Model Optimization, AI Workflows, Machine Learning Methods, Machine Learning
★ 4.4 (73) · Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Intellectual Property, Educational Materials, Law, Regulation, and Compliance, Legal Risk, Education and Training, Regulation and Legal Compliance, Legal Research, Case Law
★ 4.8 (619) · Mixed · Course · 1 - 3 Months
MathWorks
Skills you'll gain: Responsible AI, Anomaly Detection, Image Analysis, Computer Vision, Engineering Analysis, Artificial Intelligence, Process Modeling, AI Integrations, AI literacy, AI Workflows, Simulation and Simulation Software, Failure Analysis, Digital Transformation, Decision Support Systems, Machine Learning Methods, System Monitoring, Predictive Modeling, Model Evaluation, Reinforcement Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Email Marketing, Marketing Strategies, Data-Driven Marketing, Online Advertising, Digital Media Strategy, Social Media Campaigns, Social Media Marketing, Marketing Effectiveness, Marketing Channel, Strategic Marketing, Campaign Management, Digital Marketing, Marketing Analytics, Driving engagement, Customer Engagement, Marketing, Advertising, Data-Driven Decision-Making, Customer experience improvement, Advertising Campaigns
Mixed · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Animations, Software Design, Data Structures, Visualization (Computer Graphics), Interactive Design, Programming Principles, Computer Graphic Techniques, Python Programming, Graphic and Visual Design, Event-Driven Programming, Digital Design, Simulations, Computer Graphics, Design, Graphical Tools, Game Design, Computational Logic, Computational Thinking
★ 5 (8) · Beginner · Specialization · 3 - 6 Months

University of Colorado System
Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Statistical Hypothesis Testing, Advanced Analytics, Machine Learning
★ 4.9 (16) · Intermediate · Specialization · 3 - 6 Months

ISSA (International Sports Sciences Association)
Skills you'll gain: Nutrition Counseling, Nutrition and Diet, Nutrition Care Plans, Health And Wellness Coaching, Nutritional Assessment, Dietetics, Nutrition Education, Exercise Science, Coaching, Clinical Nutrition, Habit Formation, Culture, Biology, Behavior Management, Critical Thinking, Health Assessment, Health Education, Athletic Training, Health Care, Mental and Behavioral Health
★ 5 (8) · Beginner · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Bioinformatics, Molecular Biology, Computational Thinking, Data Structures, Python Programming, Data Analysis, Algorithms, Life Sciences, Graph Theory
★ 4.7 (932) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, Snowflake Schema, Data Preprocessing, Applied Machine Learning, Machine Learning Methods, Model Training, MLOps (Machine Learning Operations), Machine Learning, Predictive Modeling, Data Pipelines, Data Transformation, Data Science, Python Programming, Regression Analysis
Intermediate · Guided Project · Less Than 2 Hours

Microsoft
Skills you'll gain: Microsoft Copilot, Sales Enablement, Customer Engagement, Taking Meeting Minutes, Customer Relationship Building, Productivity Software, Meeting Facilitation, Generative AI Agents, AI Personalization, Email Automation, General Sales Practices, Business Correspondence, AI Enablement, AI Integrations, Proposal Development
★ 4.5 (19) · Beginner · Course · 1 - 4 Weeks