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.

Peking University
Skills you'll gain: Oral Comprehension, English Language, Language Competency, Communication, Language Learning, Vocabulary, Grammar, Culture
Mixed · Course · 1 - 3 Months

Case Western Reserve University
Skills you'll gain: Coaching, Employee Coaching, Empathy, Emotional Intelligence, Active Listening, Culture Transformation, Compassion, Drive Engagement, Self-Awareness, Personal Development, Organizational Change, Relationship Building, Leadership, Change Management, Physiology, Stress Management, Neurology
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Design Reviews, Education Software and Technology, Simulations, Teaching, Mathematics Education, Simulation and Simulation Software, Instructional Strategies, Digital pedagogy, Design Strategies, Interactive Data Visualization, Interactive Design, Biology, Physics, Display Devices, Chemistry
Beginner · Specialization · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: Advertising, Media and Communications, Vocabulary, Literacy, Learning Strategies, Online Advertising, Journalism, Cultural Diversity, English Language, Facebook, Grammar
Mixed · Course · 1 - 3 Months

Skills you'll gain: Debugging, Python Programming, Cybersecurity, Scripting, Programming Principles, IT Automation, Algorithms, Automation, Computer Programming, File Management, Data Structures
Beginner · Course · 1 - 4 Weeks

The Hong Kong University of Science and Technology
Skills you'll gain: Engineering Calculations, Integral Calculus, Calculus, Engineering Analysis, electromagnetics, Engineering, Advanced Mathematics, Geometry, Applied Mathematics, Mechanics, Derivatives
Beginner · Course · 1 - 3 Months

Universidades Anáhuac
Skills you'll gain: Patient Communication, Spanish Language, Bilingual (Spanish/English), Oral and Dental Care, Medical History Documentation, Vital Signs, Patient-centered Care, Language Competency, Patient Assistance, Patient Observation, Patient Evaluation, Clinical Practices, Language Learning, Active Listening, Activities of Daily Living (ADLs)
Beginner · Specialization · 3 - 6 Months

Board Infinity
Skills you'll gain: Angular, Node.JS, Full-Stack Web Development, HTML and CSS, JavaScript Frameworks, User Interface (UI), Application Deployment, Back-End Web Development, Javascript, Front-End Web Development, Hypertext Markup Language (HTML), MongoDB, User Interface (UI) Design, Web Design, Web Applications, Middleware, Bootstrap (Front-End Framework), jQuery, Databases, Cascading Style Sheets (CSS)
Intermediate · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: SQL, Query Languages, Data Access, Relational Databases, Data Manipulation
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Program Evaluation, Smart Goals, Surveys, Goal Setting, Survey Creation, Performance Measurement, Grant Writing, Data Collection, Research Methodologies
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Convolutional Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Artificial Neural Networks, Image Analysis, Computer Vision, Applied Machine Learning, Classification Algorithms, Model Deployment, Data Preprocessing, Network Architecture, Model Evaluation
Mixed · Course · 1 - 4 Weeks

Universitat Autònoma de Barcelona
Skills you'll gain: Classroom Management, Language Competency, English Language, Verbal Communication Skills, Higher Education, Professional Development, Stress Management, Vocabulary, Train The Trainer, Grammar
Mixed · Course · 1 - 4 Weeks