AI Security Analyst

Python is the language more people learn to code with than any other, and for good reason. It reads like plain English, runs everywhere, and has a library for virtually anything you want to build. From AI to web development to scripting, Python is the starting point for most of what matters in software today.

• Machine learning models and AI applications
• Data analysis and scientific computing
• Web backends with Django and FastAPI

Linux runs the world's infrastructure. The servers that power the internet, the cloud platforms you deploy to, and most of the world's smartphones all run on Linux. Understanding it means understanding the environment where your code actually lives.

• Navigating and administering cloud servers
• Writing shell scripts to automate repetitive tasks
• Understanding file permissions, processes, and networking

Docker solved the 'it works on my machine' problem. You package your application and everything it needs into a container that runs identically on a developer laptop, a test server, and production. Consistent environments, no surprises.

• Packaging applications so they run the same everywhere
• Running services locally without installing them natively
• Building CI/CD pipelines with repeatable environments

For security engineers responsible for protecting Azure environments. Covers identity and access management, platform protection, data and application security, and security operations. One of the most valuable Azure certifications for anyone working in cloud security.

• Securing identities with Azure AD, MFA, and Privileged Identity Management
• Implementing network security with firewalls, NSGs, and DDoS protection
• Protecting data with encryption, key vaults, and storage security

Deep expertise in securing AWS environments. Covers data protection, infrastructure security, identity and access management, logging and monitoring, and incident response. For security engineers who need to demonstrate specialist AWS knowledge.

• Designing and implementing identity-based and resource-based policies
• Encryption at rest and in transit across AWS services
• Threat detection with GuardDuty, Macie, and Security Hub