Linear Algebra for Machine Learning courses can help you learn matrix operations, vector spaces, eigenvalues, and linear transformations. You can build skills in solving systems of equations, dimensionality reduction, and understanding data representations. Many courses introduce tools like NumPy and MATLAB, that support implementing algorithms and performing computations efficiently in AI and machine learning projects.

University of Colorado Boulder
Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Predictive Modeling, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Test Automation, Test Data, Test Tools, Maintainability, Test Case, Business Process Automation, Test Execution Engine, Software Testing, Enterprise Application Management, Process Design, Automation, Case Studies, Business Reporting, Data Validation, No-Code Development, Business Process, Process Validation, Scalability, Code Reusability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI Workflows, Agentic Workflows, Generative AI Agents, Agentic systems, AI Orchestration, AI Integrations, Advanced Analytics, Enterprise Architecture, Automation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Scalability, Performance Tuning, Software Design Patterns
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Marketing Automation, Campaign Planning, Marketing Planning, AI Enablement, Marketing Strategies, Marketing, Campaign Management, MarTech, ChatGPT, Database Management, Databases, Automation, Project Planning, Artificial Intelligence
★ 4.8 (22) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Visualization, Statistical Analysis, Predictive Modeling, Advanced Analytics, R (Software), R Programming, Statistical Methods, Data Manipulation, Business Analytics, Data Analysis, Predictive Analytics, Analysis, Probability & Statistics, Analytics, Analytical Skills, Statistical Modeling, Data Analysis Software, Regression Analysis, Statistical Programming, Time Series Analysis and Forecasting
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Copilot, Data Visualization, Microsoft Excel, Data Cleansing, Spreadsheet Software, Trend Analysis, Forecasting, Revenue Forecasting, Sales, Data Analysis, Data Transformation, Data Preprocessing, Prompt Engineering, Artificial Intelligence
★ 5 (10) · Beginner · Guided Project · Less Than 2 Hours
Skills you'll gain: Sales Pipelines, AI Personalization, Sales Management, Sales Process, Sales, Sales Strategy, Anthropic Claude, Sales Development, Customer Engagement, Responsible AI, General Sales Practices, Lead Generation, Generative AI, ChatGPT, AI Integrations, Forecasting, Business Ethics, Customer Insights
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Identity and Access Management, Cloud Infrastructure, Kubernetes, Google Cloud Platform, Load Balancing, Containerization, Cloud Applications, Cloud Computing, Virtual Private Networks (VPN), Infrastructure As A Service (IaaS), Cloud Engineering, Cloud Solutions, Cloud Computing Architecture, Cloud Platforms, Cloud Services, Application Deployment, Data Storage Technologies, Cloud Management, Data Storage, Cloud Deployment
★ 4.8 (1.7K) · Intermediate · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Google Gemini, Gemini, AI Security, Cloud Deployment, Google Cloud Platform, Cloud Security, Generative AI, Cloud Computing, Cloud Infrastructure, Security Management
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Infrastructure As A Service (IaaS), Service Level Agreement, Cloud Deployment, Platform As A Service (PaaS), Software As A Service, Cloud Infrastructure, Cloud Services, Cloud Computing, Cloud Technologies, Cloud Computing Architecture, Cloud Platforms, Public Cloud, Application Development, Application Deployment, Cloud Applications, Cloud Solutions, Amazon Web Services, Private Cloud, Service Level, Business Software
★ 4.6 (98) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Apache Maven, Build Tools, Software Configuration Management, Continuous Integration, Integrated Development Environments, Configuration Management, Java Programming, Package and Software Management, Development Environment, Software Installation, Dependency Analysis, Automation, Java, Product Lifecycle Management, Maintainability, Software Versioning, Extensible Languages and XML
Intermediate · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: .NET Framework, Linux, Computer Programming Tools, Application Frameworks, Cross Platform Development, Software Development Tools, Amazon Web Services, Dependency Analysis, Interoperability
Mixed · Course · 1 - 4 Weeks