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.

AI CERTs
Skills you'll gain: Video Production, Media Production, Photo/Video Production and Technology, Video Editing, Generative AI, Storytelling, Post-Production, Videography, Data Ethics, AI Personalization, Artificial Intelligence, Image Quality, Live Streaming, Real Time Data, Editing, Machine Learning Methods, Deep Learning, Natural Language Processing
Intermediate · Course · 1 - 3 Months

AI Business School
Skills you'll gain: Sales Enablement, Multimodal Prompts, Generative AI, Agentic systems, Productivity, Generative AI Agents, No-Code Development, AI Product Strategy, Generative Model Architectures, Responsible AI, Risk Management, Sales Management, Sales Strategy, Sales Process, Automation, Application Development, Artificial Intelligence, Digital Transformation, Innovation, Operational Efficiency
Beginner · Specialization · 1 - 3 Months

Microsoft
Skills you'll gain: Microsoft Copilot, Sales Presentation, Sales Enablement, Taking Meeting Minutes, Microsoft Teams, Email Automation, Meeting Facilitation, Generative AI Agents, Microsoft Outlook, Sales Process, Verbal Communication Skills, Customer Communications Management, Microsoft 365, Negotiation, Customer Relationship Building, Automation
Beginner · Course · 1 - 4 Weeks

Berklee
Skills you'll gain: Musical Composition, Music Theory, Music, Instrumental Music, Writing, Creativity
Intermediate · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Prompt Engineering, Generative AI, Anthropic Claude, Responsible AI, ChatGPT, LLM Application, Data Ethics, Artificial Intelligence, Brainstorming, Machine Learning, Deep Learning, Workforce Development, Content Creation, Information Privacy
Beginner · Course · 1 - 4 Weeks

Shanghai Jiao Tong University
Skills you'll gain: Language Competency, Language Learning, Oral Comprehension, Vocabulary, Grammar, Intercultural Competence
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Prompt Engineering, Sales Strategy, Sales Pipelines, AI Personalization, Sales Operations, Responsible AI, Lead Generation, Sales Development, Generative AI Agents, Competitive Analysis, Sales Management, Marketing Automation, Customer Relationship Management (CRM) Software, Account Management, Business Process Automation, Business Intelligence, Workflow Management, Market Analysis, Data-Driven Decision-Making, Forecasting
Intermediate · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Caregiving, Sociology, Long Term Care, Dignity in Care, Home Health Care, Care Management, Health Care, Surveys, Social Sciences, Social Justice, Culture, Socioeconomics, Supply And Demand, Cultural Diversity, Economics, Policy, and Social Studies, Healthcare Ethics, Discussion Facilitation, Media and Communications, Community and Social Work, Stress Management
Beginner · Specialization · 3 - 6 Months

Shanghai Jiao Tong University
Skills you'll gain: Language Competency, Vocabulary, Language Learning, Oral Comprehension
Intermediate · Course · 1 - 3 Months

KodeKloud
Skills you'll gain: Jenkins, CI/CD, Continuous Integration, Systems Administration, Command-Line Interface, Devops Tools, Continuous Delivery, Software Development, Continuous Deployment, DevOps, Software Development Tools, Build Tools, Software Configuration Management, Software Installation, Application Deployment, User Accounts, Configuration Management
Beginner · Course · 1 - 3 Months

University of Copenhagen
Skills you'll gain: Gerontology, Competitive Analysis, Design Thinking, Demography, Innovation, Rehabilitation, Intellectual Property, Health Technology, Chronic Diseases, Health Systems, Health Care, Value Propositions, Business Modeling, Business Strategy, Project Management
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Generative AI, Responsible AI, Data Ethics, Data Quality, Data Strategy, Applied Machine Learning, Predictive Modeling, Exploratory Data Analysis, Machine Learning, Machine Learning Methods
Intermediate · Course · 1 - 4 Weeks