Analyze, Create, and Evaluate Cloud Security
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Analyze, Create, and Evaluate Cloud Security
This course is part of AI Systems Reliability & Security Specialization
Instructor: Hurix Digital
Included with
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Recommended experience
Recommended experience
What you'll learn
Security monitoring relies on clear behavioral baselines to separate normal admin activity from anomalies that may signal security threats.
Infrastructure-as-code enables proactive security governance, preventing vulnerabilities at scale more effectively than reactive incident response.
Compliance frameworks support structured risk management and must be continuously reviewed to adapt to evolving security threats.
Automated policy enforcement in CI/CD pipelines builds scalable, sustainable security practices that grow with the organization.
Skills you'll gain
- Threat Detection
- Anomaly Detection
- Cloud Computing
- Security Controls
- Identity and Access Management
- Authorization (Computing)
- Auditing
- NIST 800-53
- Infrastructure as Code (IaC)
- Cyber Security Assessment
- IT Security Architecture
- Cyber Security Policies
- Continuous Monitoring
- Vulnerability Management
- Infrastructure Security
- DevSecOps
- Cloud Security
- Security Information and Event Management (SIEM)
- Network Security
Tools you'll learn
Details to know
January 2026
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There are 3 modules in this course
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: β’ Analyze IAM audit logs to detect anomalous privilege escalations β’ Create infrastructure-as-code policies to enforce encryption and network segmentation β’ 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.
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.
What's included
3 videos1 reading1 assignment
3 videosβ’Total 11 minutes
- When Privilege Escalation Goes Undetected β’2 minutes
- IAM Log Analysis Techniques and Toolsβ’6 minutes
- Hands-On Log Analysis with AWS CloudTrail and Athenaβ’3 minutes
1 readingβ’Total 8 minutes
- Understanding IAM Audit Logs and Threat Patternsβ’8 minutes
1 assignmentβ’Total 3 minutes
- IAM Log Analysis Knowledge Checkβ’3 minutes
Learners will develop the critical skill of embedding security requirements directly into infrastructure deployment processes, ensuring consistent policy enforcement at scale.
What's included
3 videos2 readings2 assignments
3 videosβ’Total 16 minutes
- The Hidden Cost of Security Vulnerabilities in Productionβ’3 minutes
- OPA and Terraform Policy Implementation Strategiesβ’7 minutes
- Building OPA Policies for Kubernetes Security Enforcementβ’5 minutes
2 readingsβ’Total 18 minutes
- Policy-as-Code Fundamentals and Security Automationβ’10 minutes
- Encryption and Network Segmentation Policy Patternsβ’8 minutes
2 assignmentsβ’Total 15 minutes
- Create Encryption and Network Segmentation Policiesβ’12 minutes
- Automating Encryption and Network Segmentation with Infrastructure-as-Code Policiesβ’3 minutes
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.
What's included
2 videos1 reading3 assignments
2 videosβ’Total 12 minutes
- Mapping AWS Controls to SOC 2 Requirementsβ’7 minutes
- Essential SOC 2 Control Assessment Techniquesβ’5 minutes
1 readingβ’Total 4 minutes
- Security Compliance Frameworks and Evaluation Methodologiesβ’4 minutes
3 assignmentsβ’Total 32 minutes
- Complete Security Controls Gap Assessment for AI Compliance Readinessβ’17 minutes
- Security Controls Evaluation and Compliance Assessment β’3 minutes
- Comprehensive Security Controls Evaluation and Compliance Strategy β’12 minutes
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Frequently asked questions
In this course, cloud security governance means using a structured way to monitor access activity, enforce security rules in infrastructure, and check controls against recognized standards. The focus is on making security repeatable across cloud environments instead of treating it as a one-time review.
You would use this approach when you need to investigate unusual permission changes, block insecure infrastructure changes before deployment, or assess whether current controls meet compliance expectations. The course places it in everyday cloud operations where access, configuration, and evidence all need regular review.
It fits between routine cloud administration and formal audit work by connecting monitoring, policy enforcement, and control review into one repeatable process. In the course, that means moving from isolated checks toward a broader workflow for investigation, prevention, and evaluation.
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ΒΉ Some assignments in this course are AI-graded. For these assignments, your data will be used in accordance with Coursera's Privacy Notice.
