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.
Skills you'll gain: Apache Maven, Maintainability, Java Programming, Gradle, Software Design, Software Design Patterns, Software Architecture, Build Tools, Object Oriented Design, Object Oriented Programming (OOP), Machine Learning Methods, Integration Testing, Dependency Analysis, User Interface (UI) Design, Design Strategies, Design Elements And Principles, Program Evaluation, Automation
Advanced · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Vocabulary, Oral Comprehension, English Language, Language Competency, Grammar, Literacy, Writing, Oral Expression, Language Learning
Intermediate · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Language Competency, Advertising, English Language, Media and Communications, Oral Comprehension, Vocabulary, Language Learning, Diversity Awareness, Literacy, Cultural Diversity, Journalism, Culture, Social Impact, Grammar
Mixed · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Debugging, Programming Principles, Program Development, Python Programming, Data Structures, Computer Programming, Computational Logic, Computer Graphics, Diagram Design, Graphical Tools
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Oral Comprehension, Language Competency, Literacy, Grammar, English Language, Vocabulary, Language Learning
Intermediate · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Environmental Issue, English Language, Investigation, Systems Thinking, Research, Sustainable Systems, Science and Research, Sustainable Development, Scientific Methods, Literacy
Advanced · Course · 1 - 4 Weeks

Peking University
Skills you'll gain: Grammar, Language Competency, Oral Comprehension, Literacy, Language Learning, Vocabulary, Language Interpretation, Translation, and Studies
Intermediate · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Peer Review, Spanish Language, Oral Expression, Grammar, Language Learning, Culture, Bilingual (Spanish/English), Language Competency, Writing and Editing, Editing, Vocabulary, Oral Comprehension, Research, Writing
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Predictive Modeling, Data Preprocessing, Django (Web Framework), Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, File I/O, Application Programming Interface (API), Programming Principles, Databases, Development Environment, Web Applications, Code Reusability, Data Management, Functional Design, Memory Management, Data Validation
Intermediate · Specialization · 3 - 6 Months

Arizona State University
Skills you'll gain: Critical Thinking, English Language, Psychology, Science and Research, Social Sciences, Oral Expression, Language Competency, Oral Comprehension, Writing, Sociology, Vocabulary, Cultural Diversity
Advanced · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Education Software and Technology, Differentiated Instruction, Education and Training, Diversity Awareness, Cultural Diversity, Digital pedagogy, Special Education, Human Learning, Teaching, Pedagogy, Higher Education, Student-Centred Learning, Instructional Strategies, Social Justice, Socioeconomics
Mixed · Course · 1 - 4 Weeks

Beginner · Course · 1 - 4 Weeks