Matrix courses can help you learn linear transformations, eigenvalues, matrix operations, and applications in data science and machine learning. You can build skills in solving systems of equations, performing dimensionality reduction, and applying matrix factorization techniques. Many courses introduce tools like MATLAB, NumPy, and R, that support performing complex calculations and visualizing data in practical scenarios.

Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Model Training, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Data Processing, Classification Algorithms, Statistical Analysis, Model Optimization
Mixed · Course · 1 - 3 Months

Pragmatic AI Labs
Skills you'll gain: GitHub Copilot, Object-Relational Mapping, Restful API, Code Review, Test Case, API Testing, Software Testing, Test Script Development, Test Automation, Development Testing, Business Logic, Application Development, AI Workflows, Requirements Analysis, GitHub, API Design, Application Programming Interface (API), Software Technical Review, Software Architecture, Data Integrity
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Sampling (Statistics), Logistic Regression, SAS (Software), Predictive Analytics, Automation, Data Analysis Software, Data Integration, Predictive Modeling, Advanced Analytics, Debugging, Change Control, Data Validation, Feature Engineering, Analytical Skills, SQL, Report Writing, Data Store, Analysis, Analytics, Finance
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Model Evaluation, Feature Engineering, Exploratory Data Analysis, Model Training, Data Preprocessing, Predictive Modeling, Predictive Analytics, Regression Analysis, Supervised Learning, Data Analysis, Applied Machine Learning, Data Cleansing, Statistical Modeling, Data Transformation, Correlation Analysis
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Angular, Test Tools, Test Driven Development (TDD), CI/CD, Continuous Integration, Continuous Deployment, Test Automation, Unit Testing, Test Script Development, Software Testing, Development Testing, Development Environment, Integration Testing, Test Case, TypeScript, Web Development, Web Applications, Full-Stack Web Development
Beginner · Course · 1 - 3 Months

Skills you'll gain: Test Tools, Browser Compatibility, Software Testing, Test Automation, Continuous Integration, Web Development Tools, Cloud-Based Integration, CI/CD, Regression Testing, Cloud Platforms, Verification And Validation, Quality Assurance, User Interface (UI), Automation, Scalability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Performance Testing, Performance Stress Testing, Software Testing, Test Planning, Test Tools, Test Data, Test Script Development, Apache, Test Execution Engine, Software Installation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Governance, Talent Management, Competitive Analysis, Sales Operations, Sales Management, Sales Strategy, Sales, Business Ethics, Organizational Structure, Performance Improvement, Performance Measurement, Performance Analysis, Talent Acquisition, Branding, Strategic Marketing, Compensation Strategy, Brand Strategy, Corporate Sustainability, Revenue Management, Technology Strategies
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Sarbanes Oxley Act (SOX) Compliance, Specialized Accounting, Compliance Reporting, Regulatory Requirements, Financial Regulations, Technical Accounting, Financial Reporting, Financial Statement Analysis, Generally Accepted Accounting Principles (GAAP), Financial Auditing, International Financial Reporting Standards, Securities (Finance), Investment Management, Financial Accounting, Financial Regulation, Legal Risk, Business Risk Management, Asset Protection, Organizational Structure, Consolidation
Beginner · Course · 1 - 4 Weeks

Technical University of Munich (TUM)
Skills you'll gain: Workforce Development, Production Process, Business Transformation, Digital Transformation, Automation, Social Sciences, Organizational Structure, Socioeconomics, Organizational Development, Organizational Change, Social Studies, Trend Analysis, World History, Emerging Technologies, Demography, Economics
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, AI Workflows, AI Orchestration, Salesforce, Agentic Workflows, Generative AI Agents, AI Integrations, Agentic systems, Responsible AI, Artificial Intelligence, Coordinating, AI Security, Coordination, Software Testing, Performance Testing, Enterprise Architecture, Customer Relationship Management (CRM) Software, Model Evaluation, Application Lifecycle Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Sampling (Statistics), SAS (Software), Data Integration, Change Control, Statistical Methods, Data Manipulation, Data Mapping, Data Processing, Data Management, SQL, Data Transformation, Data Governance, Transaction Processing, Version Control
Intermediate · Course · 1 - 3 Months