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.

Skills you'll gain: GitHub, Git (Version Control System), Devops Tools, Version Control, DevOps, Amazon Web Services, Collaborative Software, Software Versioning, Linux, Code Review
Beginner · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Sustainable Development, Sustainable Systems, Social Justice, Geographic Information Systems, Sustainable Business, Geospatial Information and Technology, Environmental Policy, Culture Transformation, Environmental Issue, Environmental Regulations, Environment, GIS Software, Geospatial Mapping, Spatial Data Analysis, Environment and Resource Management, Health Disparities, Leadership, Collaboration, Financial Analysis, Critical Thinking
★ 4.7 (66) · Beginner · Specialization · 3 - 6 Months

Board Infinity
Skills you'll gain: Performance Testing, Maintainability, Software Testing, Code Review, Software Technical Review, Security Testing, Performance Stress Testing, Software Quality Assurance, Application Security, Test Tools, Browser Compatibility
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Continuous Integration, Test Automation, Authentications, CI/CD, Test Script Development, API Testing, Software Testing, Behavior-Driven Development, Event-Driven Programming, GitHub, Cascading Style Sheets (CSS)
★ 4.3 (21) · Intermediate · Course · 3 - 6 Months

University of Michigan
Skills you'll gain: Personal Development, Self-Awareness, Goal-Oriented, Goal Setting, Self-Motivation, Habit Formation, Mental Health, Human Development, Action Oriented, Case Studies, Liberal Arts, Prioritization, Biology
★ 4.8 (3K) · Beginner · Course · 1 - 4 Weeks
Liberty Mutual Insurance
Skills you'll gain: Insurance Sales, Productivity, Verbal Communication Skills, Storytelling, Communication, Goal Setting, Interpersonal Communications, Smart Goals, Prioritization, Communication Strategies, Selling Techniques, Relationship Management, Sales Management, Non-Verbal Communication, Sales, Rapport Building, Insurance, Relationship Building, Business Ethics, Ethical Standards And Conduct
★ 4.2 (14) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Full-Stack Web Development, Version Control, Web Development, Cloud Deployment, OAuth, Web Development Tools, Devops Tools, Web Applications, Database Management, Software Development Tools, Bootstrap (Front-End Framework), Restful API, Web Services, Spring Framework, TypeScript, Application Deployment, Development Environment, Computer Programming Tools, Software Development, Application Development
Intermediate · Course · 3 - 6 Months
STARWEAVER
Skills you'll gain: Data Storytelling, Data Visualization, Data Presentation, Sales Presentation, Sales Strategy, Sales Presentations, Customer Relationship Management (CRM) Software, HubSpot CRM, Storytelling, Data Literacy, B2B Sales, Business Marketing, Sales, Customer Relationship Management, Data Visualization Software, Sales Development, Customer Analysis, Business Intelligence, Business Communication, Analytics
★ 3.3 (8) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Communication Planning, Internal Communications, Project Management, Stakeholder Management, Team Performance Management, Stakeholder Engagement, Performance Metric, Project Management Life Cycle, Process Improvement
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Generative AI, AI Product Strategy, AI Enablement, Data Integration, Business Analysis, Data Quality, Technology Roadmaps, Business Solutions, Business Transformation, Business Strategy, Stakeholder Communications, Process Analysis, Decision Making, Stakeholder Engagement
★ 4.8 (39) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: LinkedIn, Professional Networking, Recruitment, Talent Recruitment, Thought Leadership, Drive Engagement, Blogs, digital literacy, Productivity Software, Social Media, Shared Media, Digital Marketing Tools, Social Media Content, Relationship Building, Content Marketing, Digital Marketing
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: R (Software), R Programming, Statistical Hypothesis Testing, Plot (Graphics), Ggplot2, Data Visualization, Data Manipulation, Exploratory Data Analysis, Statistical Programming, Statistical Visualization, Data Science, Tidyverse (R Package), Statistical Methods, Statistical Modeling, Data Analysis, Data-oriented programming, Regression Analysis, Data Structures, Data Wrangling, Statistical Analysis
★ 4.5 (15) · Intermediate · Course · 1 - 3 Months