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.

Skills you'll gain: Cloud Storage, Cloud Infrastructure, Cloud Computing, Virtual Machines, Data Storage, Data Management
Beginner · Project · Less Than 2 Hours

Stanford Online
Skills you'll gain: Logical Reasoning, Computational Logic, Deductive Reasoning, Computational Thinking, Problem Solving, Mathematics and Mathematical Modeling, Business Logic
★ 4.4 (657) · Intermediate · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Oral Comprehension, Literacy, Language Competency, English Language
★ 4.6 (2.1K) · Beginner · Specialization · 1 - 3 Months

Tsinghua University
Skills you'll gain: Intercultural Competence, Cultural Diversity, Cultural Sensitivity, Mental Health, Learning Strategies, Culture, Stress Management, Liberal Arts, English Language, Literacy, Language Learning, Social Studies, Economics, Empathy & Emotional Intelligence, Language Competency, Interpersonal Communications, Psychology, Writing and Editing, Writing, Business Management
★ 4.3 (1K) · Beginner · Specialization · 3 - 6 Months

Rice University
Skills you'll gain: Oral Comprehension, Critical Thinking, Learning Strategies, Active Listening, Literacy, Language Competency, English Language, Vocabulary, Verbal Communication Skills, Grammar, Language Learning, Higher Education, Analytical Skills, Style Guides
★ 4.7 (600) · Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Oral Comprehension, Language Competency, English Language, Oral Expression, Language Learning, Vocabulary, Literacy, Grammar, Media and Communications, Environmental Issue, Electronic Media, Social Sciences, Verbal Communication Skills, Environment and Resource Management, Intercultural Competence, Sociology, Interpersonal Communications, Culture, Sustainable Development, Communication
Beginner · Specialization · 1 - 3 Months

University of Washington
Skills you'll gain: Telephone Skills, Business Correspondence, Outbound Calls, Inbound Calls, Professional Networking, Setting Appointments, Business Communication, Business Writing, Presentations, Coordinating, Vocabulary, English Language, Oral Expression, Concision, Verbal Communication Skills, Communication, Writing, Interpersonal Communications, Language Competency, Oral Comprehension
★ 4.7 (3.5K) · Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: WordPress, Content Management Systems, Content Management, Web Content, Web Design and Development, Web Presence, Content Creation, Control Panels, Creativity
★ 4.5 (2.5K) · Intermediate · Guided Project · Less Than 2 Hours

Arizona State University
Skills you'll gain: Writing, Oral Comprehension, Oral Expression, Vocabulary, English Language, Language Competency, Literacy, Grammar, Business Writing, Verbal Communication Skills, Communication, Business Communication, Media and Communications, Business Ethics, Electronic Media, Interpersonal Communications, Language Learning, Ethical Standards And Conduct
Intermediate · Specialization · 1 - 3 Months
University of California, Irvine
Skills you'll gain: Verbal Communication Skills, Oral Expression, Presentations, Public Speaking, Discussion Facilitation, Active Listening, Lecturing, Non-Verbal Communication, Oral Comprehension, English Language, Peer Review, Communication, Social Skills, Communication Strategies, Concision, Learning Strategies, Constructive Feedback, Critical Thinking, Language Competency, Interpersonal Communications
★ 4.5 (1.4K) · Intermediate · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: Oral Comprehension, Teaching, English Language, Language Competency, Language Learning
★ 4.9 (2.1K) · Beginner · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Regression Analysis, Statistical Modeling, Statistical Methods, Plot (Graphics), Statistical Programming, Data Visualization, R Programming, Box Plots, Statistical Visualization, R (Software), Histogram, Statistical Analysis, Case Studies, Business Analytics, Statistical Software, Predictive Modeling, Analytics, Data Analysis, Variance Analysis
Intermediate · Course · 1 - 3 Months