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.

Duke University
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainability Standards, Sustainable Development, Sustainable Business, Corporate Sustainability, Sustainability Reporting, Performance Measurement, Social Impact, Stakeholder Engagement, Investment Management, Governance, Performance Analysis, Stakeholder Management, Goal Setting, Asset Management, Stakeholder Analysis, Data-Driven Decision-Making, Portfolio Management, Verification And Validation, Accountability
Mixed · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Clinical Documentation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Engineering Tools, Business Workflow Analysis, Business Process Automation, Data Ethics, AI Enablement, Make.com, Generative AI, Workflow Management, AI Personalization, ChatGPT, Business Operations, Microsoft Copilot, Artificial Intelligence, Business Planning, Business Communication, Customer Engagement, Enterprise Application Management, Canva (Software)
Intermediate · Course · 1 - 4 Weeks

Icahn School of Medicine at Mount Sinai
Skills you'll gain: Geographic Information Systems, ArcGIS, GIS Software, Spatial Data Analysis, Geospatial Information and Technology, Spatial Analysis, Geospatial Mapping, Epidemiology, Public Health, Environmental Science, Data Mapping, Community Health, Analysis, Open Source Technology, Environmental Engineering
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Logo Design, Color Theory, Design Elements And Principles, Graphic Design, Graphic and Visual Design Software, Graphic and Visual Design, Visual Storytelling, Design Software, Typography, Color Matching, Storytelling, Layout Design, User Experience Design, Digital Design, Image Quality, Visual Design, Design, Creative Design, Adobe InDesign, Photo Editing
Beginner · Specialization · 3 - 6 Months

Minnesota State University, Mankato
Skills you'll gain: Storytelling, Executive Presence, Conflict Management, Leadership, Stakeholder Communications, Business Communication, Negotiation, Communication Strategies, Self-Awareness, Concision, Persuasive Communication, Strategic Communication, Communication Planning, Oral Expression, Constructive Feedback, Business Leadership, Influencing, Communication, Leadership Development, Growth Strategies
Advanced · Course · 1 - 4 Weeks

The Museum of Modern Art
Skills you'll gain: Self-Awareness, Personal Development, Empathy & Emotional Intelligence, Resilience, Compassion, Emotional Intelligence, Mindfulness, Empathy, Creativity, Growth Mindedness, Stress Management, Curiosity, Sensory Systems Analysis
Beginner · Course · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Differentiated Instruction, Teaching, Literacy, Working With Children, Human Learning, Pedagogy, Education and Training, Learning Styles, Instructional Strategies, Trauma Care, Instructional Design, Higher Education, K-12 pedagogy, Learning Theory, Disabilities, Classroom Management, Cultural Diversity, Advocacy, Childhood Education and Development, Diversity Equity and Inclusion Initiatives
Beginner · Specialization · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Amazon Bedrock, AI Product Strategy, AI Enablement, Technical Communication
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Vision Transformer (ViT), Generative AI, Generative Model Architectures, AI powered creativity, Multimodal Prompts, ChatGPT, Hugging Face, Responsible AI, Generative AI Agents, AI Orchestration, OpenAI, Large Language Modeling, Embeddings, Prompt Engineering, AI Workflows, Computer Vision, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Model Evaluation
Intermediate · Course · 1 - 3 Months

University of London
Skills you'll gain: Organizational Change, Change Management, Leadership and Management, Verbal Communication Skills, Team Performance Management, Team Building, Team Management, Team Leadership, People Management, Leadership Studies, Team Motivation, Oral Expression, Leadership, Communication, Interpersonal Communications, Business Leadership, Communication Strategies, Business Management, Employee Engagement, Stakeholder Management
Mixed · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Database Design, SQL, MySQL, Relational Databases, Database Management, Databases, Data Modeling, Query Languages, Data Integrity, Development Environment, PHP (Scripting Language), Software Installation
Intermediate · Course · 1 - 4 Weeks