Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Differential Equations, Mathematical Modeling, Applied Mathematics, Calculus, Vibrations, Mechanics
Beginner · Course · 1 - 3 Months
University of California, Irvine
Skills you'll gain: Grammar, Vocabulary, English Language, Oral Comprehension
Mixed · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Calculus, Numerical Analysis, Applied Mathematics, Engineering Calculations, Integral Calculus, Engineering Analysis, Differential Equations, Mathematical Theory & Analysis, Advanced Mathematics, Estimation, Derivatives
Mixed · Course · 1 - 3 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Case Studies, Target Audience, Business Communication, Communication Strategies, Communication, Analysis, English Language, Business Writing, Vocabulary, Writing, Grammar
Mixed · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Grammar, English Language, Language Learning, Language Competency
Intermediate · Course · 1 - 4 Weeks

The Hong Kong University of Science and Technology
Skills you'll gain: Arithmetic, Geometry, Mathematical Theory & Analysis, Advanced Mathematics, Combinatorics, Algebra, General Mathematics, Applied Mathematics, Biology
Beginner · Course · 1 - 4 Weeks

Shanghai Jiao Tong University
Skills you'll gain: Public Speaking, Active Listening, English Language, Verbal Communication Skills, Communication, Critical Thinking, Creative Thinking, Stress Management, Adaptability, Self-Awareness
Beginner · Course · 1 - 3 Months

Peking University
Skills you'll gain: Neurology, Nursing Care, Rehabilitation, Nursing, Chronic Diseases, Anatomy, Geriatrics, Patient Safety, Physiology, Pathology, Diagnostic Tests, Patient Education And Counseling, Clinical Assessment
Intermediate · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Time Management, Literacy, Grammar, Concision, Analytical Skills, Planning, English Language, Vocabulary
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Algebra, Arithmetic, Mathematical Modeling, Applied Mathematics, Graphing, Probability & Statistics
Beginner · Course · 1 - 3 Months
Arizona State University
Skills you'll gain: Business Ethics, Sales Presentations, Meeting Facilitation, English Language, Negotiation, Graphic Design, Purchasing, Advertising, Business Writing, Product Planning, Telephone Skills, Business Communication, Persuasive Communication, Data Visualization, Business Planning, Brainstorming, Employee Coaching, Financial Analysis, Communication, Marketing
Intermediate · Specialization · 3 - 6 Months

Universitat Autònoma de Barcelona
Skills you'll gain: Trigonometry, Integral Calculus, Calculus, Arithmetic, Advanced Mathematics, Algebra, Geometry, Applied Mathematics, Graphing, Derivatives, Problem Solving
Beginner · Course · 1 - 3 Months