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.

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

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

LearnQuest
Skills you'll gain: Data Ethics, Responsible AI, No-Code Development, AI Integrations, AI Enablement, Regulatory Requirements, Compliance Management, Regulatory Compliance, Business Transformation, Business Process Automation, Business Process, Data Management, Risk Mitigation, Risk Analysis, Return On Investment, Digital Transformation, Business Leadership, Change Management, Data-Driven Decision-Making, Predictive Analytics
Beginner · Specialization · 1 - 3 Months

Simplilearn
Skills you'll gain: Data Visualization, Spreadsheet Software, Google Sheets, Data Presentation, Excel Formulas, Google Workspace, Data Entry, Microsoft Excel, Productivity Software, Business Reporting, Collaborative Software, Data Maintenance, Data Management, File Management, Editing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, Regulation and Legal Compliance, Regulatory Compliance, Generative AI, Legal Risk, Compliance Management, Business Ethics, AI Security, Intellectual Property, Business Risk Management, Ethical Standards And Conduct, Personally Identifiable Information, Risk Analysis, Data Governance, Data Security, Accountability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Excel Formulas, Microsoft Excel, Pivot Tables And Charts, Spreadsheet Software, Data Analysis, Data Synthesis, Data Presentation, Data Transformation, Data Cleansing, Data Manipulation
Beginner · Course · 1 - 3 Months

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

Skills you'll gain: Color Theory, Graphics Software, Visual Storytelling, Digital Design, Design Software, Color Matching, Storytelling, Graphical Tools, Creative Design, Design Elements And Principles, Graphic and Visual Design, Computer Graphic Techniques, Computer Graphics, Creativity, Art History, Technical Drawing, Peripheral Devices
Beginner · Specialization · 3 - 6 Months

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

Creo Incubator
Skills you'll gain: Resilience, Composure, Stress Management, Mindfulness, Meditation & Breathwork, Persistence, Overcoming Obstacles, Dealing With Ambiguity, Adaptability, Mental Concentration, Mental Health, Self-Awareness, Emotional Intelligence, Personal Care, Growth Mindedness, Preventative Care, Decision Making, Leadership, Follow Through, Collaboration
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Technical Analysis, Sampling (Statistics), Quantitative Research, Financial Analysis, Statistical Hypothesis Testing, Portfolio Risk, Probability, Return On Investment, Portfolio Management, Financial Data, Statistical Analysis, Financial Market, Statistical Methods, Probability Distribution, Probability & Statistics, Market Trend, Finance, Performance Metric, Investment Management, Descriptive Statistics
Mixed · Course · 1 - 3 Months

Yale University
Skills you'll gain: Health Promotion, Media and Communications, Program Evaluation, Digital Analysis, Surveys, Digital Communications, Persuasive Communication, Behavioral Economics
Intermediate · Course · 1 - 3 Months