Master statistics for data science applications. Learn about statistical techniques, data analysis, and machine learning models.

AI CERTs
Skills you'll gain: Application Deployment, Application Programming Interface (API), Application Security, Software Development Tools, Blockchain, Application Development, Systems Integration, Cryptography, Solution Architecture, Scripting, FinTech, Emerging Technologies, Scalability
Advanced · Course · 1 - 3 Months

The Linux Foundation
Skills you'll gain: Package and Software Management, Open Source Technology, Git (Version Control System), Linux, Command-Line Interface, Bash (Scripting Language), File Systems, Unix Commands, GitHub, Linux Administration, Version Control, Linux Commands, User Accounts, CI/CD, Shell Script, Operating System Administration, System Configuration, Collaborative Software, Software Development Tools, Software Versioning
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Performance Tuning, Virtual Environment
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Spring Framework, Java, Object Oriented Design, Object Oriented Programming (OOP), Software Design Patterns, Model View Controller, Middleware, Extensible Markup Language (XML), Integration Testing, Dependency Analysis
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: AWS CloudFormation, Amazon CloudWatch, Infrastructure as Code (IaC), AWS SageMaker, Amazon Web Services, CI/CD, AWS Identity and Access Management (IAM), Devops Tools, Cloud Security, Continuous Deployment, Network Security, Amazon S3, Cloud Infrastructure, Data Security, System Monitoring, Multi-Factor Authentication, Data Pipelines
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Vulnerability Assessments, Threat Modeling, Threat Management, Risk Management Framework, Vulnerability Management, Cyber Risk, Security Management, Cyber Security Assessment, Simulations, Configuration Management, Cloud Security
Intermediate · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Calculus, Engineering Calculations, Mathematical Theory & Analysis, Algebra, Advanced Mathematics, Applied Mathematics, Derivatives
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Sample Size Determination, Six Sigma Methodology, Process Improvement, Quality Improvement, Data-Driven Decision-Making, Lean Methodologies, Statistical Process Controls, Process Analysis, Lean Manufacturing, Continuous Improvement Process, Predictive Modeling, Quality Management, Statistical Analysis, Regression Analysis, Probability & Statistics, Microsoft Excel, Statistical Hypothesis Testing
Mixed · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: 3D Modeling, Design Software, Design Thinking, Intellectual Property, 3D Assets, Hardware Troubleshooting, Conceptual Design, Visualization (Computer Graphics), Product Design, Computer Hardware, Innovation, Computer-Aided Design, Prototyping, Emerging Technologies, Industrial Design, Digital Design, Product Development, Manufacturing Processes, Mechanical Design, Computer Graphics
Beginner · Specialization · 3 - 6 Months
University of Alberta
Skills you'll gain: Requirements Analysis, Requirements Elicitation, Requirements Management, Functional Requirement, Business Requirements, Product Requirements, Backlogs, User Requirements Documents, Scope Management, Change Control, User Story, System Requirements, Client Services, Acceptance Testing, Agile Software Development, Prioritization
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Open Web Application Security Project (OWASP), Large Language Modeling, Vulnerability Assessments, Vulnerability Management, Application Security, Secure Coding, Security Controls, Safety and Security, Google Cloud Platform, Security Requirements Analysis, Cloud API, API Design, Application Development, System Configuration, Program Development
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Prompt Engineering, Generative AI Agents, Generative AI, AI Product Strategy, Google Cloud Platform, Customer experience improvement, Tool Calling, Business Transformation, Artificial Intelligence, Innovation, Organizational Change, Continuous Improvement Process, Large Language Modeling
Beginner · Course · 1 - 3 Months