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.

Vanderbilt University
Skills you'll gain: Generative AI Agents, Prompt Engineering, Prompt Patterns, AI literacy, Agentic Workflows, Prompt Engineering Tools, Multimodal Prompts, ChatGPT, Agentic systems, AI Enablement, Anthropic Claude, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Generative AI, AI powered creativity, Responsible AI, Claude Code, AI Personalization, AI Integrations
Beginner · Specialization · 1 - 3 Months

Board Infinity
Skills you'll gain: Transportation, Supply Chain, and Logistics, Inventory and Warehousing, Supplier Risk Management, Supply Chain Systems, Supply Chain Management, Supply Chain, Business Continuity, Supply Chain Planning, Inventory Management System, Responsible AI, Forecasting, AI Enablement, Predictive Analytics, Logistics, Data Ethics, Automation, AI Integrations, Logistics Management, Risk Mitigation, Artificial Intelligence and Machine Learning (AI/ML)
Beginner · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Software Design Patterns, Software Design, Software Engineering, Application Security, Object Oriented Design, Software Architecture, Software Quality (SQA/SQC), Threat Modeling, Maintainability, Code Coverage, Application Deployment, Continuous Deployment, Continuous Delivery, Software Testing, Continuous Integration, CI/CD, Test Driven Development (TDD), Software Documentation, Build Tools, Technical Documentation
Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Business Analytics, Statistics, Statistical Analysis, Analytics, Microsoft Excel, Statistical Modeling, Probability & Statistics, Statistical Methods, Predictive Analytics, Statistical Software, Data-Driven Decision-Making, Regression Analysis, Correlation Analysis, Predictive Modeling
Intermediate · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Qualitative Research, Continuous Quality Improvement (CQI), Quantitative Research, Program Evaluation, Data Collection, Scientific Methods, Data-Driven Decision-Making, Statistical Methods, Statistical Analysis, Systems Of Measurement, Time Series Analysis and Forecasting
Beginner · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Life Sciences, Environmental Science, Plant Operations and Management, Biology, Environment, General Science and Research, Sustainability Standards
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Responsible AI, Team Building, Generative AI, Team Oriented, Customer experience improvement, Automation, Data Ethics, Business Process Automation, Customer Engagement, Customer Service, AI Enablement, Cross-Functional Collaboration, Business Ethics, Information Privacy
Beginner · Course · 1 - 4 Weeks

University of Geneva
Skills you'll gain: Sustainable Development, Geographic Information Systems, Geospatial Information and Technology, GIS Software, Environment and Resource Management, Spatial Data Analysis, Water Sustainability, Natural Resource Management, Spatial Analysis, Environmental Science, Environmental Policy, Environmental Issue, Hydrology, Economics, Governance, Case Studies, Ethical Standards And Conduct
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AI Workflows, AI Orchestration, Generative AI Agents, Agentic Workflows, Agentic systems, LLM Application, Large Language Modeling, Artificial Intelligence, AI Personalization, Automation, Context Management, Memory Management
Beginner · Course · 1 - 4 Weeks

AI Business School
Skills you'll gain: Prompt Engineering, Prompt Patterns, AI literacy, Generative AI Agents, Responsible AI, Risk Management, Generative AI, Artificial Intelligence, General Finance, Risk Analysis, Risk Mitigation, Agentic systems, Financial Services, LLM Application, AI Workflows
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Predictive Modeling, Data Pipelines, R (Software), Data-Driven Decision-Making, Analytics, Data Science, Data Processing, Machine Learning Software, Feature Engineering, Data Preprocessing, Statistical Machine Learning, Machine Learning Methods, Machine Learning, Model Training, Telemarketing, Model Deployment, Model Optimization
Intermediate · Guided Project · Less Than 2 Hours

The Expert Academy
Skills you'll gain: Rapport Building, Consultative Selling, Persuasive Communication, Storytelling, Selling Techniques, Consumer Behaviour, Emotional Intelligence, Non-Verbal Communication, Empathy & Emotional Intelligence, Customer Relationship Building, Marketing Psychology, Verbal Communication Skills, Trustworthiness, Sales Strategy, Sales, Brand Strategy, Influencing, Sales Process, Decision Making, Leadership
Intermediate · Course · 1 - 4 Weeks