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 Cape Town
Skills you'll gain: Writing, Writing and Editing, Editing, Culture, Literacy, Cultural Diversity
★ 4.7 (262) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Social Skills, Professionalism, Verbal Communication Skills, Interpersonal Communications, Professional Development, Vocabulary, English Language, Language Learning, Oral Comprehension, Language Competency, Education Software and Technology, Communication, Communication Strategies, Relationship Building, Grammar
★ 4.5 (278) · Mixed · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Peer Review, Writing, Editing, Writing and Editing, Style Guides
★ 4.7 (511) · Mixed · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Spanish Language, Bilingual (Spanish/English), Language Competency, Language Learning, Vocabulary, Grammar, Oral Comprehension
★ 4.7 (203) · Beginner · Course · 1 - 4 Weeks

École Polytechnique
Skills you'll gain: Oral Expression, Language Competency, Persuasive Communication, Motion Arguments, Oral Comprehension, Vocabulary, Language Learning, Grammar, Language Interpretation, Translation, and Studies, Culture, Political Sciences, Multilingualism, Liberal Arts, Cultural Diversity, Intercultural Competence, European History, Art History, World History, Science and Research, Social Sciences
★ 4.8 (161) · Advanced · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Purchasing, Negotiation, Business Communication, Business Correspondence, English Language, Data Storytelling, Business Writing, Budgeting, Communication Strategies, Oral Expression, Financial Forecasting, Financial Data, Communication, Forecasting, Verbal Communication Skills, Influencing, Business Ethics, Presentations, Finance, Leadership
★ 4.7 (624) · Intermediate · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Grammar, Vocabulary, English Language
★ 4.9 (1.1K) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Patient Communication, English Language, Language Competency, Verbal Communication Skills, Interpersonal Communications, Oral Comprehension, Vocabulary, Language Learning, Active Listening, Communication, Education Software and Technology, Grammar, Public Speaking, Relationship Building
★ 4.3 (100) · Beginner · Specialization · 3 - 6 Months

Universidad Autónoma Metropolitana
Skills you'll gain: Vocabulary, Literacy, English Language, Language Competency, Language Learning, Language Interpretation, Translation, and Studies, Multilingualism
★ 4.1 (110) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Unit Testing, Large Language Modeling, LangChain, Generative AI, Retrieval-Augmented Generation, Data Wrangling, Responsible AI, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Generative Model Architectures, PyTorch (Machine Learning Library), LLM Application, Keras (Neural Network Library), Supervised Learning, Vector Databases, Fine-tuning, Data Import/Export
★ 4.7 (101K) · Beginner · Professional Certificate · 3 - 6 Months

University of California, Irvine
Skills you'll gain: Oral Comprehension, English Language, Language Learning
★ 4.7 (134) · Beginner · Course · 1 - 3 Months
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Quantum computing, Communication Systems, Emerging Technologies, Information Technology
★ 4.4 (174) · Advanced · Course · 1 - 3 Months