Automated Security Engineering for Senior Data Engineers

Empower Senior Data Engineers with the skills to automate security within data infrastructure, ensuring robust protection and compliance.

Introduction to Automated Security for Data Engineering

Unit 1: Fundamentals of Automated Security

Unit 2: Key Security Risks and Challenges

Unit 3: Benefits and Tools for Automation

Infrastructure as Code (IaC) Security

Unit 1: IaC Security Fundamentals

Unit 2: Implementing Security Policies in IaC

Unit 3: Automated Compliance and Secrets Management

Unit 4: Advanced IaC Security Techniques

Automated Vulnerability Scanning and Remediation

Unit 1: Fundamentals of Vulnerability Scanning

Unit 2: Automating Vulnerability Scanning

Unit 3: Remediation and CI/CD Integration

Security Monitoring and Alerting

Unit 1: Fundamentals of Security Monitoring

Unit 2: Implementing Security Monitoring with SIEM

Unit 3: Automated Incident Response and Reporting

CI/CD Pipeline Security Automation

Unit 1: CI/CD Security Fundamentals

Unit 2: Automated Security Testing

Unit 3: Policy Enforcement and Deployment

Automated Data Access Control and Encryption

Unit 1: Fundamentals of Data Access Control and Encryption

Unit 2: Automated Role-Based Access Control (RBAC)

Unit 3: Automated Data Encryption

Unit 4: Data Masking and Anonymization Automation

Unit 5: Advanced Automation and Best Practices

Advanced Security Automation Techniques and Best Practices

Unit 1: Advanced Threat Modeling and Simulation

Unit 2: Advanced Security Automation Techniques

Unit 3: Compliance and Staying Current