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.

Board Infinity
Skills you'll gain: Vocabulary, Critical Thinking, Problem Solving, Grammar, English Language, Literacy, Analytical Skills, Learning Strategies, Verbal Communication Skills, Time Management
Beginner · Course · 1 - 3 Months

Duke University
Skills you'll gain: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Command-Line Interface, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Linux
Beginner · Guided Project · Less Than 2 Hours

Skillshare
Skills you'll gain: Storyboarding, Animations, Storytelling, Motion Graphics, Multimedia, Musical Composition, Adobe After Effects, Video Production, Photo/Video Production and Technology, Computer Graphics, Video Editing, Apple software proficiency, Timelines, Writing, Color Theory, Design
Beginner · Specialization · 1 - 3 Months

L&T EduTech
Skills you'll gain: Structural Engineering, Hydraulics, Engineering Practices, Mechanics, Construction, Engineering, Mechanical Design, Engineering Calculations, Civil Engineering, Mechanical Engineering, Safety Standards
Advanced · Course · 1 - 3 Months

Michigan State University
Skills you'll gain: Persona (User Experience), Game Design, Design, Animation and Game Design, User Experience Design, Persona Development, Driving engagement, Augmented and Virtual Reality (AR/VR), Psychology, User Research, Cultural Sensitivity, Cultural Diversity
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Intellectual Property, Entrepreneurship, Business Strategy, Innovation, Regulation and Legal Compliance, Legal Strategy, Legal Risk, Commercialization, Branding, Competitive Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Adobe Illustrator, Generative AI, Graphic and Visual Design, Adobe Creative Cloud, Graphic Design, Creative Design, Digital Design, Creativity, Color Theory, Innovation, Creative Thinking, Visual Design, Content Creation, Branding
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Performance Management, Smart Goals, Employee Performance Management, Performance Review, Management Training And Development, People Development, Generative AI Agents, Goal Setting, Performance Analysis, Performance Measurement, Employee Coaching, HR Tech, Workforce Development, Employee Engagement, Constructive Feedback, Driving engagement, Key Performance Indicators (KPIs), Prompt Engineering, Coaching, Analytics
Intermediate · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Supervised Learning, Feature Engineering, Predictive Modeling, Data Processing, Data Manipulation, Predictive Analytics, Data Visualization, Interactive Data Visualization, Design Thinking, Applied Machine Learning, Web Scraping, Machine Learning Algorithms, Flask (Web Framework), Data Visualization Software, Scikit Learn (Machine Learning Library), Application Deployment, Data Validation, Verification And Validation, Machine Learning, Python Programming
Intermediate · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Generative AI, AI Product Strategy, Generative AI Agents, Data Integration, Business Solutions, Customer experience strategy (CX), Strategic Thinking, Data Strategy, Business Planning, Innovation, Performance Measurement, Business Analysis, Solution Design, Data Quality, Artificial Intelligence, Business Strategies, Business Transformation, Prompt Engineering, Business Process Management, Decision Making
Beginner · Specialization · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Microservices, Spring Boot, Spring Framework, IntelliJ IDEA, Java Programming, Restful API, Object Oriented Programming (OOP), Java, Application Deployment, Software Architecture, API Design, Integrated Development Environments, Scalability, Service Oriented Architecture, Web Applications, Software Testing, Unit Testing, Object-Relational Mapping, Distributed Computing, Application Security
Intermediate · Specialization · 1 - 3 Months

Duke University
Skills you'll gain: Climate Change Mitigation, Climate Change Adaptation, Environmental Issue, Sustainable Development, Physical Science, Energy and Utilities, Environmental Science, Environmental Policy, Mental Health, Trend Analysis
Beginner · Course · 1 - 4 Weeks