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.

Google Cloud
Skills you'll gain: Gemini, Kubernetes, Google Cloud Platform, DevOps, Infrastructure as Code (IaC), Build Tools, Development Environment, Continuous Integration
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Power BI, Microsoft Excel, Data Analysis, Microsoft Power Platform, Data Integrity, Data Visualization, Data Storage, Data Collection, Data Quality, Data Manipulation, Business Analytics, Timelines, Advanced Analytics, Database Design, Statistical Reporting, Report Writing, Data Processing, Data Warehousing, Business Intelligence, SQL
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Google Cloud
Skills you'll gain: Gemini, Generative AI, Cloud Development, Cloud Applications, Google Cloud Platform, Software Development Tools, Application Development, Prompt Patterns, Integrated Development Environments
Beginner · Course · 1 - 4 Weeks

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

Skills you'll gain: Looker (Software), Maintainability, Usability Testing, Exploratory Data Analysis, Data Dictionary, Data Literacy, Data Visualization, Data Analysis
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Gemini, Google Cloud Platform, AI Workflows, Kubernetes, Generative AI, Application Deployment, Cloud Infrastructure, Cloud Management, Cloud Computing Architecture
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Object Oriented Programming (OOP), Java, Development Environment, Computer Programming, Software Design, Integrated Development Environments, Debugging, File Management, Data Structures
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Google Cloud Platform, Kubernetes, Generative AI Agents, Infrastructure as Code (IaC), Cloud Infrastructure, Cloud Deployment, Application Deployment
Beginner · Course · 1 - 4 Weeks

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

Skills you'll gain: Google Cloud Platform, Data Infrastructure, Machine Learning, Systems Design, Data Processing, Data Pipelines, Data Architecture, Big Data, Data Warehousing, Cloud Engineering, Data Visualization, Cloud Security, Data Storage, Scalability, Data Migration, SQL
Advanced · Course · 1 - 3 Months

Skills you'll gain: Redis, Performance Tuning, Scalability, Google Cloud Platform, Servers, Data Architecture, Network Architecture, Data Analysis
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Gemini, Prompt Engineering Tools, Google Cloud Platform, Kubernetes, Devops Tools, Cloud Management, Generative AI, Development Environment, Software Documentation
Beginner · Course · 1 - 4 Weeks