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: Prometheus (Software), Google Cloud Platform, Kubernetes, Application Performance Management, Application Deployment, Cloud Applications
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Sheets, Data Mapping, Data Integration, Database Application, Cloud Applications, No-Code Development, Relational Databases, Google Cloud Platform, Data Management
Beginner · Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Diversity Awareness, Teaching, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Pedagogy, Cultural Responsiveness, Instructional Strategies, Cultural Diversity, Advocacy, Social Justice, Parent Communication, Family Support, Student Engagement, Community Outreach, Curriculum Planning, Rapport Building
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: AI Security, Google Gemini, Google Cloud Platform, Cloud Security, Cloud Deployment, Security Controls, Vulnerability Assessments, Threat Detection, System Configuration
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Agile Methodology, Agile Software Development, Agile Project Management, Kanban Principles, Agile Product Development, Scrum (Software Development), Lean Methodologies, Sprint Retrospectives, Backlogs, Sprint Planning, Continuous Improvement Process, Stakeholder Engagement, Prioritization
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Web Development Tools, Software Development Life Cycle, Google Cloud Platform, Application Deployment, Application Lifecycle Management, Cloud Deployment, Application Development, Web Applications, Test Script Development, Query Languages
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Creative Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Blockchain, FinTech, Software Development Tools, Transaction Processing, Web Development, Program Development, Web Applications, Node.JS, Emerging Technologies, Scalability, Javascript, Application Deployment, Computer Programming, Market Dynamics
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Dashboard, Data Sharing, Cloud Computing, Big Data, Data Access, Google Cloud Platform, Data Visualization, Data Management
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Responsible AI, Artificial Intelligence, AI Security, Model Evaluation, Data Modeling, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Security, Google Cloud Platform, Cloud Computing Architecture, Network Planning And Design, Technical Design, System Implementation, System Configuration, Cloud Applications, Solution Architecture, Identity and Access Management, Test Planning, Cloud Storage, Scalability
Advanced · Course · 1 - 3 Months

Skills you'll gain: Threat Modeling, Risk Management, Risk Appetite, Continuous Monitoring, Risk Mitigation, Vulnerability Management, Threat Detection
Intermediate · Course · 1 - 4 Weeks