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.

Duke University
Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Generative AI, Rust (Programming Language), Model Deployment, Cloud Deployment, PyTorch (Machine Learning Library), CI/CD, Applied Machine Learning, Application Deployment, Model Training, Natural Language Processing, DevOps, Amazon Web Services, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Product Strategy, Data Ethics, Competitive Intelligence, AI Enablement, Hybrid Cloud Computing, Business Leadership, Compliance Training, Data Management, Strategic Leadership, Generative AI, Law, Regulation, and Compliance, Data Strategy, Cloud Infrastructure, Return On Investment, AI Integrations, Artificial Intelligence, Data Governance, Responsible AI
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, Tensorflow, Model Evaluation, Data Preprocessing, Image Analysis, Model Training, Artificial Neural Networks, Convolutional Neural Networks, Model Optimization, Data Processing, Network Model, Applied Machine Learning, Machine Learning Methods, Computer Vision, Deep Learning
Beginner · Guided Project · Less Than 2 Hours

DeepLearning.AI
Skills you'll gain: Prompt Engineering, Multimodal Prompts, Prompt Engineering Tools, Generative AI, Vision Transformer (ViT), Fine-tuning, Generative Model Architectures, Image Analysis, Computer Vision, AI Personalization
Beginner · Project · Less Than 2 Hours

Sciences Po
Skills you'll gain: Social Studies, Transportation Management, Land Management, Demography, Social Justice, Socioeconomics, Social Sciences, Public Safety and National Security, Community Development, Policy Analysis, Economic Development, Environmental Policy, Environmental Issue, Public Policies, Education and Training, Sociology, Cultural Diversity, Culture, Policy Development, Diversity and Inclusion
Beginner · Course · 1 - 3 Months

Skills you'll gain: Probability & Statistics, Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Bayesian Statistics, Classification And Regression Tree (CART), Statistical Machine Learning, Statistical Inference, Probability Distribution, Predictive Analytics, Applied Machine Learning, Correlation Analysis, Predictive Modeling, Data Preprocessing
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Natural Language Processing, Microsoft Azure, Computer Vision, No-Code Development, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Predictive Modeling, Artificial Intelligence, AI literacy, Responsible AI
Beginner · Course · 1 - 4 Weeks

Utrecht University
Skills you'll gain: Nutrition and Diet, Nutrition Education, Food and Beverage, Socioeconomics, Environmental Issue, Sustainable Systems, Sustainable Development, Health Disparities, Behavior Management, Psychology
Beginner · Course · 1 - 3 Months

SkillsBooster Academy
Skills you'll gain: ChatGPT, Email Automation, Agentic Workflows, Generative AI Agents, AI Orchestration, Agentic systems, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Operational Efficiency, Prompt Engineering, Responsible AI, Workflow Management, Artificial Intelligence, AI Integrations, Scalability, Automation, AI Security, Generative AI, Team Collaboration, Business
Beginner · Course · 1 - 3 Months

Skills you'll gain: Video Editing, Video Production, Post-Production, Digital Publishing, Videography, Photo/Video Production and Technology, Target Audience, Marketing, Marketing Planning, Visual Storytelling, Content Marketing, Product Promotion, Promotional Materials, Promotional Strategies, Storyboarding, Oral Expression, Content Creation, Public Speaking
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Anthropic Claude, Claude Code, Visual Storytelling, AI powered creativity, Prompt Patterns, Prompt Engineering, Game Design, Work Breakdown Structure, Storytelling, Procedure Development, AI Workflows, Project Scoping, Ideation, Generative AI, Design Research, LLM Application, Brainstorming, Creativity, Project Documentation, Content Creation
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Vision Transformer (ViT), Recurrent Neural Networks (RNNs), Generative Model Architectures, Embeddings, Digital Signal Processing, Transfer Learning, Machine Learning Methods, Classification Algorithms, Supervised Learning
Build toward a degree
Advanced · Course · 1 - 4 Weeks