Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.

Microsoft
Skills you'll gain: Generative AI, Generative Model Architectures, System Monitoring, Data Ethics, Responsible AI, LLM Application, Cybersecurity, Artificial Intelligence, Prompt Engineering, Image Analysis, Threat Detection, Emerging Technologies, Anomaly Detection
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering, Generative AI, Applied Machine Learning, Python Programming, Open Source Technology, JSON, Debugging
Intermediate · Course · 1 - 4 Weeks

Peking University
Skills you'll gain: Vocabulary, Literacy, Oral Comprehension, Language Learning
Intermediate · Course · 1 - 3 Months

Packt
Skills you'll gain: Kubernetes, YAML, Docker (Software), Application Deployment, Containerization, Node.JS, Development Environment, Servers, Command-Line Interface, Scalability
Intermediate · Course · 3 - 6 Months

Multiple educators
Skills you'll gain: Prompt Patterns, MarTech, AI Product Strategy, Customer experience improvement, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Deep Learning, Content Creation, Business Ethics, Machine Learning, Image Analysis
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Hypertext Markup Language (HTML), HTML and CSS, Responsive Web Design, Web Design, Cascading Style Sheets (CSS), Web Design and Development, Web Content Accessibility Guidelines, Typography
Beginner · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, AI Product Strategy, Prompt Patterns, ChatGPT, Responsible AI, Generative AI, Google Gemini, Product Management, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Product Development, Deep Learning, Machine Learning, Stakeholder Engagement
Intermediate · Specialization · 1 - 3 Months

University of Colorado System
Skills you'll gain: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Marketing Effectiveness, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: C and C++, Data Import/Export, C++ (Programming Language), Object Oriented Programming (OOP), Data Validation, Object Oriented Design, Programming Principles, Computer Programming, Data Structures, File Management, Integrated Development Environments, Software Documentation, Computer Science, Data Storage
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, ChatGPT, AI Personalization, Content Creation, Creativity, Target Audience, Writing and Editing, Productivity, Artificial Intelligence
Mixed · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Innovation, Internal Auditing, Corporate Strategy, Overcoming Objections, Organizational Structure, Organizational Change, Entrepreneurship, Culture Transformation, New Business Development, Business Strategy
Beginner · Course · 1 - 4 Weeks

Aptly
Skills you'll gain: TikTok, Social Media Marketing, Business Marketing, Brand Marketing, Social Media, Content Creation, Content Marketing, Marketing, Driving engagement, Marketing Strategy and Techniques, Content Strategy, Branding
Beginner · Course · 1 - 4 Weeks