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.

University of California, Davis
Skills you'll gain: Chemical Engineering, Hazard Analysis, Safety Assurance, Process Engineering, Engineering Analysis, Environmental Engineering, Predictive Modeling, Engineering Calculations, Mathematical Modeling, Estimation, Mechanics, Applied Mathematics
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Training and Development, Developing Training Materials, Training Programs, Responsible AI, Human Resources Management and Planning, Human Resource Strategy, Human Resources, Gap Analysis, Employee Training, Employee Performance Management, Employee Engagement, AI Personalization, Employee Surveys, Performance Review, Performance Management, Performance Analysis, Artificial Intelligence and Machine Learning (AI/ML), Survey Creation, Data Analysis, Surveys
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI powered creativity, Prompt Engineering, Generative AI, Visual Storytelling, Prompt Engineering Tools, Responsible AI, Photo/Video Production and Technology, AI Orchestration, Media Production, AI Workflows, Multimedia, Video Production, Content Creation, Video Editing, Storyboarding, Creative Thinking, Brand Management, Music
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Google Cloud Platform, Cloud Development, Model Training, Cloud Computing, Cloud Management, Applied Machine Learning, Machine Learning, Real Time Data
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Generative AI Agents, Business Process Automation, Agentic Workflows, Generative AI, Automation, OpenAI, Multimodal Prompts, Slack (Software), AI Personalization, AI Integrations, Human Resources, Performance Metric, Performance Measurement, Key Performance Indicators (KPIs), Google Sheets, Application Programming Interface (API)
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Global Marketing, International Relations, International Finance, Diplomacy, Cultural Sensitivity, Business Risk Management, Market Dynamics, Market Intelligence, Competitive Analysis, Corporate Strategy, Economics, Business Strategy, Market Opportunities, Political Sciences, Supply Chain Management, Market Analysis, Economics, Policy, and Social Studies, Economic Development, World History, Supply Chain Planning
Beginner · Course · 1 - 3 Months

Skills you'll gain: Supervised Learning, Machine Learning Methods, Data Preprocessing, Machine Learning, Time Series Analysis and Forecasting, Applied Machine Learning, Data Quality, Data Wrangling, Data Analysis, Model Training, Data Manipulation, Classification Algorithms, Regression Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI Personalization, Responsible AI, GitHub Copilot, Data Ethics, AI Integrations, Experience Design, Computer Vision, Web Design and Development, User Experience Design, Human Computer Interaction, Software Architecture, Devops Tools, Software Development Tools, Machine Learning Software, Artificial Intelligence and Machine Learning (AI/ML), Governance, Artificial Intelligence, AI Security, User Interface and User Experience (UI/UX) Design, Web Development
Beginner · Specialization · 3 - 6 Months

University of Colorado System
Skills you'll gain: Unreal Engine, Object Oriented Programming (OOP), File I/O, C++ (Programming Language), C and C++, Object Oriented Design, Debugging, Computer Programming, Program Development, Event-Driven Programming, Video Game Development, Unity Engine, Data Structures, C# (Programming Language), Data Storage, 3D Assets, Game Design, Software Documentation, UI Components, Code Reusability
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Job Analysis, Recruitment, Talent Recruitment, Workforce Planning, Organizational Structure, Recruitment Strategies, Business Research
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Feature Engineering, Data Preprocessing, Statistical Analysis, Forecasting, Regression Analysis, Python Programming, Data Analysis, Predictive Modeling, Data Science, Data Transformation
Intermediate · Course · 1 - 4 Weeks
STARWEAVER
Skills you'll gain: Responsible AI, Stakeholder Engagement, Organizational Change, Change Management, Innovation, Business Transformation, Stakeholder Management, AI Integrations, Digital Transformation, Generative AI, Culture Transformation, Artificial Intelligence, Performance Metric, Leadership, Organizational Strategy, Key Performance Indicators (KPIs), Employee Engagement, Business Strategy, Communication Strategies
Intermediate · Course · 1 - 4 Weeks