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: Azure Active Directory, Microsoft Azure, Platform As A Service (PaaS), Cloud Applications, Cloud Development, Cloud Deployment, Active Directory, Cloud Services, Identity and Access Management, Application Development, Application Deployment, Authentications, Data Integration, Data Storage Technologies, Cloud Storage, Debugging, File Transfer Protocol (FTP)
★ 4.7 (18) · Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Generative AI, Generative Model Architectures, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Model Deployment, Model Evaluation, Microsoft Azure, Model Training, PyTorch (Machine Learning Library), Deep Learning, Time Series Analysis and Forecasting, Tensorflow, Image Analysis, Forecasting, Prototyping
Intermediate · Course · 1 - 4 Weeks

Berklee
Skills you'll gain: Music Theory, Music, Music Performance, Instrumental Music, Performing Arts, Coordination, Mental Concentration
★ 4.5 (52) · Intermediate · Course · 1 - 4 Weeks
Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Storytelling, Recognizing Others, Team Building, Trustworthiness, Team Performance Management, Team Management, Teamwork, Collaboration, Team Collaboration, Team Leadership, Visionary, People Development, Leadership Development, Peer Review, Team Motivation, Value Propositions, Leadership, Performance Management, Communication, Productivity
★ 4.5 (35) · Beginner · Specialization · 3 - 6 Months

Wesleyan University
Skills you'll gain: Psychiatry, Mental Health Diseases and Disorders, Clinical Psychology, Mental Health, Mental and Behavioral Health, Psychology, Psychotherapy, Mental Health Therapies, Culture, Cultural Diversity, Cultural Sensitivity, Pharmaceuticals, Pharmacotherapy
★ 4.6 (154) · Beginner · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Basic Electrical Systems, Physics, Electronic Components, electromagnetics, Physical Science, Mechanics, Applied Mathematics
★ 4.8 (23) · Mixed · Course · 1 - 3 Months

Peking University
Skills you'll gain: Critical Thinking, Independent Thinking, Critical Thinking and Problem Solving, Logical Reasoning, Deductive Reasoning, Curiosity, Creative Thinking, Lifelong Learning, Ethical Standards And Conduct, Problem Solving, Cognitive flexibility, Scientific Methods, Decision Making, Ancient History, Dealing With Ambiguity, Psychology
★ 4.8 (46) · Beginner · Course · 1 - 3 Months
University of Pennsylvania
Skills you'll gain: Food and Beverage, Environmental Science, Environmental Issue, Food Safety and Sanitation, Environment and Resource Management, Nutrition and Diet, Natural Resource Management, Manufacturing and Production, Production Process, Sustainable Development, Sustainable Systems, Pollution Prevention, Ethical Standards And Conduct, Trend Analysis, Infectious Diseases, Public Health
★ 4.7 (257) · Beginner · Course · 1 - 3 Months

Utrecht University
Skills you'll gain: Lifelong Learning, Adult Education, Professionalism, Professional Development, Organizational Development, Social Sciences, Organizational Change, Ethical Standards And Conduct, Workforce Development, Organizational Structure, Sociology, Psychology, Leadership, Personal Development, Empowerment, Leadership Development
★ 4.6 (81) · Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Cascading Style Sheets (CSS), GitHub, HTML and CSS, Version Control, Git (Version Control System), Microsoft Copilot, Web Development, Web Design and Development, Web Content Accessibility Guidelines, Responsive Web Design, Hypertext Markup Language (HTML), Javascript, Web Design, Front-End Web Development, Web Development Tools, JSON, Semantic Web
★ 4.1 (50) · Beginner · Course · 1 - 3 Months

Rutgers the State University of New Jersey
Skills you'll gain: Generative Model Architectures, Generative AI, Artificial Intelligence, AI Product Strategy, AI literacy, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Responsible AI, Large Language Modeling, Strategic Thinking, Risk Management, Informatics
★ 4.6 (21) · Beginner · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Data Visualization Software, Plot (Graphics), Package and Software Management, Python Programming, Data Cleansing, Data Mapping, Code Reusability, Software Installation, Data Processing, Data Integration, Data Import/Export, Program Development, Data Structures, Software Documentation
★ 4.6 (549) · Beginner · Course · 1 - 4 Weeks