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.

Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Google Cloud Platform, Open Source Technology, MLOps (Machine Learning Operations), Model Evaluation, Data Quality
Intermediate · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Emotional Intelligence, Professional Networking, Relationship Building, LinkedIn, Self-Awareness, Personal Development, Goal Setting, Entrepreneurship, Professional Development, Growth Mindedness, Empathy, Decision Making, Branding
Beginner · Course · 1 - 3 Months

Skills you'll gain: Instagram, Social Media Content, Facebook, Marketing Design, Social Media Marketing, Animations, Digital Design, Graphic Design, Graphics Software, Design Elements And Principles, User Accounts
Beginner · Guided Project · Less Than 2 Hours

Board Infinity
Skills you'll gain: Model View Controller, Spring Framework, Java, Security Assertion Markup Language (SAML), Web Applications, Software Design Patterns, Transaction Processing, Data Validation, Verification And Validation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: UI Components, Web Components, Responsive Web Design, Application Deployment, Database Management, Databases, Web Design and Development, JavaScript Frameworks, Web Development Tools, Authentications, Application Development, Email Automation, Restful API, Web Design, Front-End Web Development, OpenAI API, TypeScript, Payment Systems, Cascading Style Sheets (CSS), User Interface (UI)
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Bash (Scripting Language), JSON, Shell Script, Scripting, Unix Shell, Linux Commands, Scripting Languages, Unix Commands, Cloud API, Restful API, Command-Line Interface, Kubernetes, YAML, Software Installation
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Google Cloud Platform, Kubernetes, Cloud Applications, Microsoft Azure, Platform As A Service (PaaS), Application Deployment, Serverless Computing, Containerization, Application Performance Management, System Monitoring, Cloud Storage
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Sociology, Sustainable Development, Social Sciences, Demography, Social Justice, International Relations, Cultural Diversity, World History, Technology Strategies, Governance, Policy Analysis, Economics, Innovation, European History
Beginner · Course · 1 - 3 Months

Skills you'll gain: Security Information and Event Management (SIEM), Prompt Engineering, ChatGPT, AI Workflows, Cyber Threat Intelligence, Incident Response, AI Security, Vulnerability Assessments, Cloud Security, Threat Detection, Continuous Monitoring, Microsoft Azure, OpenAI, Incident Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Application Deployment, Kubernetes, Cloud Applications, Cloud Deployment, Google Cloud Platform, Databases, Containerization, Data Access, PostgreSQL, SQL
Beginner · Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Education Software and Technology, Mathematics Education, Simulations, Collaborative Software
Beginner · Course · 1 - 3 Months

Michigan State University
Skills you'll gain: Peer Review, Storyboarding, Editing, Storytelling
Mixed · Course · 1 - 3 Months