Analyze, Create, and Evaluate Cloud Security

Overview

Master the critical skills for securing cloud infrastructure through systematic analysis, proactive policy creation, and comprehensive compliance evaluation. This course empowers you to become a guardian of cloud security by teaching you to detect suspicious privilege escalations in IAM audit logs, automate security governance through infrastructure-as-code policies, and assess organizational controls against industry standards like SOC 2 and NIST. This Short Course was created to help Machine Learning and Artificial Intelligence professionals accomplish robust cloud security governance that scales with enterprise demands. By completing this course, you'll be able to investigate security incidents with precision, prevent vulnerabilities through automated policy enforcement, and demonstrate compliance readiness that builds stakeholder confidence. By the end of this course, you will be able to: • Analyze IAM audit logs to detect anomalous privilege escalations • Create infrastructure-as-code policies to enforce encryption and network segmentation • Evaluate security controls and practices against industry standards and compliance requirements This course is unique because it bridges the gap between security theory and practical implementation, teaching you to think like both a security investigator and a proactive system architect. To be successful in this project, you should have a background in cloud infrastructure, basic security concepts, and familiarity with Infrastructure-as-Code tools.

Syllabus

Module 1: Analyze IAM Audit Logs for Security Anomalies

Learners will master the critical skill of detecting security threats through systematic IAM audit log analysis, enabling them to protect cloud infrastructure from privilege escalation attacks.

Module 2: Create Infrastructure-as-Code Security Policies

Learners will develop the critical skill of embedding security requirements directly into infrastructure deployment processes, ensuring consistent policy enforcement at scale.

Module 3: Security Controls Evaluation

Learners will develop comprehensive skills in security controls evaluation by systematically assessing organizational security practices against industry standards like SOC 2 and NIST, identifying compliance gaps, and ensuring regulatory adherence for AI/ML environments.