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.

University of California, Irvine
Skills you'll gain: Vocabulary, Oral Comprehension, Literacy, English Language, Language Competency, Grammar
★ 4.8 (150) · Beginner · Course · 1 - 4 Weeks

Institute for the Future
Skills you'll gain: Forecasting, Strategic Thinking, Trend Analysis, Storytelling, Creative Thinking, Adaptability, Market Opportunities, Analysis, Open Mindset, Creativity, Innovation
★ 4.8 (521) · Beginner · Course · 1 - 4 Weeks

Tecnológico de Monterrey
Skills you'll gain: Advanced Mathematics, Calculus, Applied Mathematics, Mathematics Education, Numerical Analysis, Mathematical Modeling, Digital pedagogy, Model Optimization, Algebra, Graphing, Derivatives, Graphical Tools
★ 4.7 (210) · Mixed · Course · 1 - 4 Weeks

Shanghai Jiao Tong University
Skills you'll gain: Language Competency, Language Learning, Vocabulary, Oral Comprehension, Culture, Grammar, Business
★ 4.6 (154) · Intermediate · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: Business Ethics, Business Correspondence, Ethical Standards And Conduct, Negotiation, Purchasing, Business Writing, Business Communication, Decision Making, Financial Auditing, Forecasting, Auditing, Communication, Budgeting, Influencing, Vocabulary, English Language, Verbal Communication Skills, Leadership, Financial Forecasting, Finance
★ 4.7 (412) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Dashboard Creation, Dashboard, Data Presentation, Plotly, Data Visualization Software, Web Scraping, Data Visualization, Data Wrangling, Plot (Graphics), Exploratory Data Analysis, Model Evaluation, Data Analysis, Data Import/Export, Python Programming, Data Science, NumPy, Data Compilation, Data Collection, Machine Learning
★ 4.6 (62K) · Beginner · Specialization · 3 - 6 Months

Georgia Institute of Technology
Skills you'll gain: Game Theory, Combinatorics, Mathematical Theory & Analysis, Mathematical Modeling, Mathematics and Mathematical Modeling, Applied Mathematics
★ 4.3 (211) · Mixed · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Sales Presentation, Sales Presentations, Purchasing, Meeting Facilitation, Business Writing, Selling Techniques, Strategic Sourcing, Product Marketing, Active Listening, Business Correspondence, General Sales Practices, Marketing Materials, English Language, Business Communication, Marketing, Employee Coaching, Peer Review, Presentations, Executive Presence, Management Reporting
★ 4.7 (46) · Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Algebra, Graphing, Applied Mathematics, Mathematical Modeling, Trigonometry, Probability, Advanced Mathematics, Data Analysis, Probability & Statistics, Statistical Analysis, Logical Reasoning, Probability Distribution, Mathematical Theory & Analysis, Descriptive Statistics, Arithmetic, Statistics, Engineering Calculations, Calculus, Visualization (Computer Graphics), Analytical Skills
★ 4.5 (8) · Beginner · Specialization · 3 - 6 Months

Universidad de Palermo
Skills you'll gain: Algebra, Arithmetic, Mathematical Modeling, General Mathematics, Applied Mathematics, Graphing
★ 4.7 (69) · Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Language Competency, Vocabulary, Language Learning, Grammar, Literacy, Oral Comprehension, Culture, Storytelling, Cultural Diversity
★ 4.8 (203) · Intermediate · Course · 1 - 4 Weeks

Peking University
Skills you'll gain: Interviewing Skills, Business Communication, Product Support, Marketing, Customer Complaint Resolution, Customer Service, Product Marketing, Product Knowledge, Product Demonstration, New Hire Orientations, Vocabulary, Greeting Customers, Oral Expression, Recruitment, Product Promotion, Language Learning, Consumer Behaviour, Employee Onboarding, Verbal Communication Skills, Language Competency
★ 4.9 (152) · Intermediate · Course · 1 - 3 Months